I am a data enthusiast transitioning from a career in oceanography and ecology to data science. Since 2022, I have been exploring Shiny and learning how to create user-friendly applications for survey monitoring. While I’m not an expert developer yet, I am passionate about simplifying complex processes for non-technical users and sharing what I learn along the way. My background in environmental sciences and statistics helps me bring a unique perspective to problem-solving and data visualization.

I am a data enthusiast transitioning from a career in oceanography and ecology to data science. Since 2022, I have been exploring Shiny and learning how to create user-friendly applications for survey monitoring. While I’m not an expert developer yet... Show more

Shelly Hoffman is Chief Growth Officer at Luckie, one of the top privately held marketing agencies in the South. Luckie has deep roots in CPG, FinTech, Healthcare, and Travel and Hospitality, partnering with brands and destinations to drive brand awareness, sales and visitation, optimize revenue, and build lasting loyalty.

Shelly leads Luckie's growth practice, identifying and executing growth strategies for clients to expand revenue, working at the intersection of data science and marketing. With 20+ years in marketing, Shelly began her career in digital and account strategy before co-founding Marbury Creative Group. After 14 years of growth, the agency was acquired by Luckie in 2024.

A Georgia native and former D1 tennis player at Mercer University, Shelly earned degrees in Communications and Spanish. That competitive drive has fueled her passion for business development ever since.

Shelly Hoffman is Chief Growth Officer at Luckie, one of the top privately held marketing agencies in the South. Luckie has deep roots in CPG, FinTech, Healthcare, and Travel and Hospitality, partnering with brands and destinations to drive brand awa... Show more

Former math olympiad competitor — National Gold Medalist, 2008 — turned STEM content creator and Data Visualization Engineer in my day-to-day work.

I create educational content in Spanish about mathematics, data, AI, and visualization. I don’t sell motivation; I talk about the real process: confusion, intellectual discomfort, and why none of that is the enemy.

Topics: Mathematics, from olympiads to industry applications; data visualization; machine learning; artificial intelligence; data science; women in STEM. Also: what learning difficult things actually looks like.

Former math olympiad competitor — National Gold Medalist, 2008 — turned STEM content creator and Data Visualization Engineer in my day-to-day work. I create educational content in Spanish about mathematics, data, AI, and visualization. I don’t sel... Show more

Rick Izzo has spent well over a decade building open source AI tooling and scientific computing infra. He began as a medical imaging researcher & open source maintainer, then co-founded Tensor[werk], later acquired by Lightning AI. Notable past projects include VMTK, RedisAI, Hangar, and PyTorch Lightning. Since joining NVIDIA, Rick has maintained and championed the Autonomous Job Recovery Engine, designing scheduler-neutral recovery interfaces applicable across both Slurm and Kubernetes.

Rick Izzo has spent well over a decade building open source AI tooling and scientific computing infra. He began as a medical imaging researcher & open source maintainer, then co-founded Tensor[werk], later acquired by Lightning AI. Notable past proje... Show more

Karen Rätz hat Sozialwissenschaften studiert und ist seit über 10 Jahren an der TU Darmstadt beschäftigt. Seit 2022 ist sie Studienkoordinatorin am Fachbereich Biologie und beschäftigt sich unter anderem mit der Gestaltung von curricularen Lehr- und Lernangeboten zu überfachlichen Kompetenzentwicklungsprozessen.

Karen Rätz hat Sozialwissenschaften studiert und ist seit über 10 Jahren an der TU Darmstadt beschäftigt. Seit 2022 ist sie Studienkoordinatorin am Fachbereich Biologie und beschäftigt sich unter anderem mit der Gestaltung von curricularen Lehr- und ... Show more

Shreya Gupta is a AI Solutions Architect at NVIDIA, where she partners with cloud providers and enterprise customers to design resilient, scalable training and inference workloads. With deep experience across the ML lifecycle, Shreya helps organizations optimize infrastructure to balance performance, cost, and reliability — from single-GPU prototyping to hyperscale distributed training.

She holds an M.S. in Symbolic Systems from Stanford University with research spanning deep learning, natural language processing, and real-time neural decoding. Previously, Shreya was a founding ML engineer at Lamini AI, building fine-tuning pipelines for large language models used by industry leaders such as AMD, iFit and Instacart. Her background also includes impactful research at Google Translate and Stanford’s Vision and Learning Lab with Prof. Fei-Fei Li, blending theory with hands-on systems work.

Shreya Gupta is a AI Solutions Architect at NVIDIA, where she partners with cloud providers and enterprise customers to design resilient, scalable training and inference workloads. With deep experience across the ML lifecycle, Shreya helps organizati... Show more

Chris Dayton is the Co-Founder and CEO of QualityAssured.ai, a company that builds closed-system, on-premise AI platforms designed specifically for pharmaceutical and life science environments. His work focuses on compliant model architectures, domain-specific training, and the practical application of large language models in GMP, quality, and regulatory workflows. Chris has led the development of AI systems used for deviation authorship, impact assessments, and risk-based decision support; all with a strong emphasis on traceability, reproducibility, and regulatory alignment. He regularly collaborates with industry experts and regulatory professionals to translate emerging expectations into operational, inspection-ready AI solutions for global pharma and biotech organizations.

Chris Dayton is the Co-Founder and CEO of QualityAssured.ai, a company that builds closed-system, on-premise AI platforms designed specifically for pharmaceutical and life science environments. His work focuses on compliant model architectures, domai... Show more

Security researcher with a passion for dissecting software to understand its inner workings as well as an odd habit of optimizing proof-of-concept code for no apparent reason.

Security researcher with a passion for dissecting software to understand its inner workings as well as an odd habit of optimizing proof-of-concept code for no apparent reason. Show more

Sainan Zhang is a Programme Specialist on Megatrends in the Programme Division at UNFPA Headquarters. Her work focuses on exploring the linkages between population dynamics, megatrends, and broader sustainable development issues. She has worked on projects including geospatial analysis for climate change and population vulnerability mapping, degree of urbanization, demographic dividend, small area estimation, and mapping access to family planning and sexual and reproductive health services. She also supports countries in building national capacity for census data analysis.

Her technical expertise includes geospatial analysis, statistics, demographic analysis, and data visualization. Previously, she worked with the Chinese central government and international organizations on UN- and EC-funded sustainable development projects. She holds a Ph.D. in Sustainability and an M.Sc. in Urban Environmental Management.

Sainan Zhang is a Programme Specialist on Megatrends in the Programme Division at UNFPA Headquarters. Her work focuses on exploring the linkages between population dynamics, megatrends, and broader sustainable development issues. She has worked on pr... Show more

Medical and Business Student at Cornell University

Medical and Business Student at Cornell University Show more

Ravindra Annam is an AI & Cyber Security Architect with over 20 years of experience specializing in AI Security, Application Security, Threat Modeling, DevSecOps, Cloud Security, and Enterprise Product Security Architecture.

He focuses on securing AI agents, LLM-integrated applications, MCP ecosystems, autonomous workflows, APIs, and cloud-native enterprise platforms using secure-by-design and runtime security methodologies.

Ravindra actively researches AI threat modeling, prompt injection defenses, agentic AI security, runtime AI protection, and enterprise AI governance while helping organizations build secure AI-driven systems at scale.

Ravindra Annam is an AI & Cyber Security Architect with over 20 years of experience specializing in AI Security, Application Security, Threat Modeling, DevSecOps, Cloud Security, and Enterprise Product Security Architecture. He focuses on securing... Show more

Varun Goguri is a Senior Database Administrator with extensive experience managing enterprise SQL Server and Azure platforms. He is a Microsoft-certified Expert in Data Management and Analytics and holds a Microsoft Fabric Data Engineer Associate certification. With a Master's degree in Software Engineering, Varun brings enterprise-scale Azure SQL architecture expertise to his speaking sessions. He regularly shares his technical insights at varungoguri.com. Beyond data challenges, Varun is an ultra-distance athlete, weight training coach, and certified yoga instructor. Connect with him on LinkedIn at linkedin.com/in/varungoguri.

Varun Goguri is a Senior Database Administrator with extensive experience managing enterprise SQL Server and Azure platforms. He is a Microsoft-certified Expert in Data Management and Analytics and holds a Microsoft Fabric Data Engineer Associate cer... Show more

Richard Pestell earned his M.B., B.S. at the University of Western Australia, graduating at the top of his class, guided by a commitment to medical discovery. His medical training continued as a physician in training at the Royal Perth Hospital and St Vincent's Hospital, Sydney. During these early years, he gained broad experience in Internal Medicine and residency, including oncology, endocrinology, hematology, cardiology, and transplant medicine.

He pursued his interest in cancer biology through advanced research. He completed a Ph.D. at the University of Melbourne's Howard Florey Institute, specializing in oncogene regulation of gene transcription, driven by a mindset focused on disease mechanisms. National scholarships and multiple competitive fellowships, including a Winthrop Fellowship and an NHMRC postgraduate award, supported his academic achievements. These efforts led him to Harvard Medical School and Massachusetts General Hospital, where he trained further as a clinical and research fellow.

Richard continued his academic career at Northwestern University and then at the Albert Einstein College of Medicine. He became a Professor, Chair of the Division of Endocrine-Dependent Tumor Biology, and Co-Director of major cancer research programs. He also held positions at multiple hospitals in New York, helping him remain engaged in patient care and medical education while supporting research programs focused on cancer biology and therapeutics through translational impact.

Richard Pestell’s research contributed to the knowledge base supporting cancer therapeutics. His research on cyclin D1 was cited in the seminal publications underpinning CDK inhibitor clinical trials and their adoption as a standard therapy for breast cancer globally. His work on CCR5 provided the scientific framework for current oncology clinical trials with CCR5 inhibitors. His scholarly record includes over 700 publications, more than 110,000 citations, an h-index of 162, and extensive invitations to give invited lectures around the world.

In 2002, he became the Director of the Lombardi Comprehensive Cancer Center at Georgetown University. He also served as Chair of the Department of Oncology and Associate Vice President at Georgetown University Medical Center. In this capacity, he was responsible for research, clinical operations, and faculty development, and he participated in institutional restructuring and growth. He built community partnerships, enhanced research programs, and expanded clinical services across Georgetown and MedStar systems.

Richard took on additional leadership roles in 2005 as the Director of the Sidney Kimmel Cancer Center, Chair of the Department of Cancer Biology, and head of the Oncology Service Line at Thomas Jefferson University. He later became the Executive Vice President, charged with enterprise-wide strategic decisions across a system of 30,000 employees. At Jefferson, he directed an overall cancer enterprise with an annual budget of> $350 m and led efforts in clinical care, research infrastructure, regional expansion, and team building. During his tenure, the cancer center rose from 64th to 17th.

Richard Pestell held leadership roles in academia outside of the US and contributed to research, education, and outreach initiatives. He was a founding Director of the Delaware Valley Institute for Clinical and Translational Science, helped develop new education pathways for historically black colleges, and led global cancer outreach at the International Network for Cancer Treatment and Research. He also served on faculty or advisory boards with the University of Melbourne, the University of Western Australia, Nanyang Technological University, Xavier University School of Medicine, Kazan Federal University, and several European institutions.

He has served with prominent scientific bodies, including the Academia Europaea, the Hungarian Academy of Sciences, the American Society for Clinical Investigation, and the Royal Society of Biology, among others. His awards included the RD Wright Medallion, the Eric Susman Prize in Medicine, and his appointment as an Officer of the Order of Australia in 2019. He is also the founder of six biotechnology companies: LightSeed, ProstaGene (acquired in 2018), EcoGenome, StromaGenesis, ioROC, and Shenandoah Pharmaceuticals. Along with these ventures, he has raised nearly 50 million dollars from investors, plus more than 80 million dollars as a principal investigator on NIH research grants.

Richard Pestell has remained committed to philanthropy, community service, and cultural engagement. At Georgetown and at Jefferson, he led philanthropic efforts that produced transformational gifts and created new ways to sustain ongoing fundraising in support of cancer care, wellness centers, and community outreach initiatives. He has served on boards including the National Museum of American Jewish History, the Chamber Orchestra of Philadelphia, the Jewish Federation of Greater Philadelphia, the Historic St. Peter’s Church Preservation Corporation, the American Cancer Society committees, and several university societies. He supported the Olivia Newton-John Wellness Center through a fundraising trek on The Great Wall. He now serves as President of the Pennsylvania Cancer and Regenerative Medicine Center, as the Blumberg Distinguished Professor of Translational Medical Research at the Baruch Blumberg Institute, and as a member of the Wistar Institute Cancer Center, continuing to support global cancer programs, mentor scientific leaders, and develop technologies for improved diagnostics and treatment.

“Share hope. Hope sees the invisible, feels the intangible, and achieves the impossible—every day.”

Richard Pestell earned his M.B., B.S. at the University of Western Australia, graduating at the top of his class, guided by a commitment to medical discovery. His medical training continued as a physician in training at the Royal Perth Hospital and S... Show more

Robert Joseph George is a PhD student at Caltech advised by Anima Anandkumar. His research spans AI for mathematics, AI for science, and formal verification, with a focus on theorem prover based infrastructure for trustworthy machine learning and mathematical reasoning. He previously graduated from the University of Alberta with an Honours degree in Applied Mathematics and Computer Science.

Robert Joseph George is a PhD student at Caltech advised by Anima Anandkumar. His research spans AI for mathematics, AI for science, and formal verification, with a focus on theorem prover based infrastructure for trustworthy machine learning and mat... Show more

Isabella Ganas is a media strategy and business development specialist with experience in advertising, consumer packaged goods marketing, and technology-focused solution consulting. Raised in New Jersey, she was introduced early to an entrepreneurial mindset through her family’s retail and installation business. That environment provided early lessons in customer relationships, operational discipline, and long-term planning that later became foundational to her professional path.

She grew up in a multicultural environment that encouraged adaptability and cross-cultural awareness. As a first-generation college graduate, she developed a strong commitment to education and continuous professional development. These early influences shaped a practical, relationship-focused approach that continues to guide her work in complex, evolving business environments.

Isabella also benefited from early exposure to structured operations, which reinforced the importance of accountability, consistency, and trust. Those principles remain central to her professional conduct, especially in collaborative settings that require clear communication and dependable execution. She approaches challenges with patience, curiosity, and a steady focus on long-term improvement.

Isabella Ganas established a strong academic foundation centered on communication and strategic thinking. She earned a Bachelor of Arts in Communication from the University of Alabama, majoring in Public Relations with a minor in Communication Studies, and graduated with a 3.89 GPA. Her education emphasized strategic messaging, media awareness, and collaborative project development.

Her university coursework strengthened skills in analytical reasoning, presentation development, and structured writing. These areas of focus supported effective communication across varied audiences and prepared her for agency- and client-facing responsibilities that require clarity and organization.

Isabella also studied in Rome for a short period, an experience that broadened cultural awareness and reinforced adaptability. Exposure to different communication styles and perspectives fostered a global outlook that continues to inform professional interactions and thoughtful decision-making.

Isabella Ganas began gaining hands-on industry experience during her junior year through an internship at AdMarketplace. This opportunity provided practical exposure to digital advertising platforms, media strategy fundamentals, and agency workflows, allowing academic knowledge to be applied in real-world campaign environments.

After graduation, she continued working full-time in roles supporting campaign execution, performance analysis, and cross-functional coordination. These responsibilities strengthened an interest in data-informed marketing and deepened understanding of how scalable advertising programs operate within fast-paced organizations.

Isabella later advanced her career through roles at Carat USA and Wavemaker US, supporting multiple Procter & Gamble accounts and progressing into leadership in commerce strategy. Beginning in September 2024, she served as Manager of Commerce Strategy, overseeing multi-million-dollar investments, supporting more than a dozen Church & Dwight brands, and translating advanced analytics into actionable guidance. Outside of her professional responsibilities, she maintains interests in cooking, baking, and interior design, reflecting a balanced commitment to creativity, continuous learning, and strong relationship-building.

Isabella Ganas is a media strategy and business development specialist with experience in advertising, consumer packaged goods marketing, and technology-focused solution consulting. Raised in New Jersey, she was introduced early to an entrepreneurial... Show more

Software engineer focused on boosting developer productivity with generative AI. Actively engaged in tech communities and passionate about sharing knowledge.

Software engineer focused on boosting developer productivity with generative AI. Actively engaged in tech communities and passionate about sharing knowledge. Show more

Bonjour, moi c’est Halima. Je suis experte en données spatiales et systèmes d’information géographique (SIG), avec plusieurs années d’expérience dans le développement et l’analyse de données.

Au cours de mon parcours, j’ai travaillé comme développeuse et analyste data, ce qui m’a permis de concevoir des solutions SIG concrètes, de l’architecture des bases de données à la visualisation interactive et aux pipelines de traitement des données.

Je suis passionnée par le potentiel des données spatiales pour comprendre, simuler et modéliser le monde réel, et j’aime partager cette expertise avec la communauté afin d’inspirer de nouvelles approches et solutions.

Bonjour, moi c’est Halima. Je suis experte en données spatiales et systèmes d’information géographique (SIG), avec plusieurs années d’expérience dans le développement et l’analyse de données. Au cours de mon parcours, j’ai travaillé comme développ... Show more

Ellen Shapiro is an iOS and Android developer who's been building native apps since late 2010. She works for Figma on their iOS app. She lives in Rochester, New York. When not coding or talking about coding, Ellen can generally be found traveling, biking and kayaking all over the place, playing sous-chef to her wife Lilia, and relentlessly Instagramming their cats.

Ellen Shapiro is an iOS and Android developer who's been building native apps since late 2010. She works for Figma on their iOS app. She lives in Rochester, New York. When not coding or talking about coding, Ellen can generally be found traveling, bi... Show more

Hi colleagues!

I’m Vladimir Afanasev, a database professional with over 10 years of experience in database development, performance optimization, and team leadership. Currently, I lead a team of DB experts at Barclays. I thrive on solving complex challenges like enhancing performance monitoring, optimizing workflows, and mitigating risks, while also fostering a collaborative and motivated team environment.

Sharing knowledge is something I’m deeply passionate about. With my expertise in SQL Server, Oracle, and cloud platforms like Microsoft Azure and GCP, I love exploring advanced topics and making them accessible and actionable for others.

I’m excited about the opportunity to be a speaker at your event. I enjoy engaging with like-minded professionals and delivering sessions that combine real-world insights with technical depth. I look forward to contributing to the learning experience and sparking great discussions about SQL Server’s advanced capabilities.

Hi colleagues! I’m Vladimir Afanasev, a database professional with over 10 years of experience in database development, performance optimization, and team leadership. Currently, I lead a team of DB experts at Barclays. I thrive on solving complex ... Show more

Armando Herra is a Systems Architect with vast experience in Cloud, Kubernetes, and DevOps Technologies.

Passionate about the Cloud-Native Ecosystem, he's constantly learning and experimenting with new tools and technologies to stay informed about the industry's latest advances and share his knowledge via tech talks.

Armando Herra is a Systems Architect with vast experience in Cloud, Kubernetes, and DevOps Technologies. Passionate about the Cloud-Native Ecosystem, he's constantly learning and experimenting with new tools and technologies to stay informed about... Show more

Satish Mane is a Software Maintenance Engineer at Red Hat, building secure and scalable CI/CD pipelines across hybrid Kubernetes environments. His work focuses on works in Linux package (Python, Ruby, Node.Js, Grub2.) maintenance, cloud infrastructure, and automation GitOps-first delivery models using Tekton, Argo CD, and OpenShift. Passionate about platform engineering and open-source tooling, Satish aims to simplify cloud-native delivery through automation, policy, and real-world best practices

Satish Mane is a Software Maintenance Engineer at Red Hat, building secure and scalable CI/CD pipelines across hybrid Kubernetes environments. His work focuses on works in Linux package (Python, Ruby, Node.Js, Grub2.) maintenance, cloud infrastructu... Show more

Alex is a Distributed Spatial Systems DevOps Tinkerer with many years of experience in geospatial data management and web- and cloud-based geoprocessing with a particular focus on land use, soils, hydrology, and water quality. His interests include open geospatial standards and web-services for location-based data sharing, modelling workflows, machine learning, and interactive geo-visualisation. Alex has been involved with web-based spatial data infrastructures for a long time as a developer, researcher and project leader. He is based at the Chair of Geoinformatics and Cartography at the Department of Geography of the University of Tartu.

Alex is a Distributed Spatial Systems DevOps Tinkerer with many years of experience in geospatial data management and web- and cloud-based geoprocessing with a particular focus on land use, soils, hydrology, and water quality. His interests include o... Show more

Shalyn Nystrom is a Principal Consultant in Data Science & Analytics at Source Allies. She is focused on enabling teams to build products with data in mind, empowering leaders to make data-driven decisions, and elevating clients' AI capabilities from experimentation to operationalized solutions. In addition to her breadth of experience across the data gamut, she is a culture shaper, always looking to help others find their passion and grow.

Shalyn holds a M.S. in Computational Biology from Carnegie Mellon University, and a B.S. in Bioinformatics and Computational Biology from Iowa State University. In her free time, she enjoys family life with her husband and toddler, along with crafting and traveling the world.

Shalyn Nystrom is a Principal Consultant in Data Science & Analytics at Source Allies. She is focused on enabling teams to build products with data in mind, empowering leaders to make data-driven decisions, and elevating clients' AI capabilities from... Show more

I am Rajesh Mannam and I am a BioPharma Data Scientist specializing in biologics and
small-molecule analytics across release testing, stability, quality, and commercial
performance.

I am Rajesh Mannam and I am a BioPharma Data Scientist specializing in biologics and small-molecule analytics across release testing, stability, quality, and commercial performance. Show more

Biography:

Michael Mgbame is a seasoned Data Scientist with nearly eight years of professional experience in the field of data analytics, business intelligence, and statistical data analysis. Educated with a BSc in Statistics from Michael Okpara University of Agriculture and pursuing an MSc in Data Science and Artificial Intelligence from the University of Hull, Michael has applied his analytical acumen in various roles, including Senior Data Analyst positions at Venture Garden Group and Softcom Limited, Business Intelligence, Data Viz at The Credit Pros.

As the Founder and Lead Business Intelligence Consultant at Hankali Intel, Michael has been pivotal in automating internal processes and implementing data-driven solutions that aid businesses in informed decision-making. He has also played a significant role in educating the data community through his content on platforms like YouTube and LinkedIn and has trained many enthusiasts to transition into data professionals.

His expertise extends to areas like machine learning, quantitative research, SQL, product management, and project management, with proficiency in tools such as Microsoft Power BI, Tableau Public, Python for Data Science, MySQL, and more. Michael's impact in the data world is further underscored by his voluntary associations with organizations like Data Science Nigeria and his selection for esteemed programs like the Digital Explorers hackathon.

Throughout his career, Michael has not only excelled in data analysis and visualization but also contributed significantly to business growth by generating significant revenue through his data-driven strategies and solutions. He remains a valuable asset to any organization aiming to harness the power of data for growth and development.

Biography: Michael Mgbame is a seasoned Data Scientist with nearly eight years of professional experience in the field of data analytics, business intelligence, and statistical data analysis. Educated with a BSc in Statistics from Michael Okpara U... Show more

Sinchan Banerjee is currently a Director of Enterprise Architecture at UST who architects and drives delivery of enterprise-grade data platforms, large-scale data migrations, and digital transformations for the US healthcare industry. With over 15 years of hands-on experience, he has architected, implemented, and delivered data engineering solutions for both batch and streaming workloads with terabytes of data in cloud and on-premises environments.He develops data strategy of next generation products, leads research on how Generative AI can augment data engineering and drives delivery of enterprise-grade data platforms, large-scale data migrations, and digital transformations for the US healthcare industry.His research interests include Agentic AI, data engineering automation, and intelligent data applications.

An expert in scalable data architectures, AWS and Azure stack, service-oriented architectures, and various big data and streaming tools. For his decade long expertise in building data engineering solution, Packt invited him to author their flagship book on data engineering - “Scalable Data Architecture with Java”. He is also lead author of a patent on Predictive analytics and has published several research papers.

Sinchan Banerjee is currently a Director of Enterprise Architecture at UST who architects and drives delivery of enterprise-grade data platforms, large-scale data migrations, and digital transformations for the US healthcare industry. With over 15 y... Show more

Vadim discovered his passion for business analysis at the intersection of his training as psychologist and his deep interest in information technology. With years of business and IT experience in his backpack, he now focusses on training & coaching best practices to the analysts at Colruyt Group IT, and on building a thriving BA community where knowledge sharing is second nature.

Vadim discovered his passion for business analysis at the intersection of his training as psychologist and his deep interest in information technology. With years of business and IT experience in his backpack, he now focusses on training & coaching b... Show more

Shrikant Chikhalkar is a senior engineering leader with over two decades of experience designing and delivering high-performance software for regulated healthcare, neuromodulation, and medical imaging systems. His work spans safety-critical medical devices, PET/MR reconstruction platforms, and cloud-native, AI-enabled software architectures developed under IEC 62304 and FDA 510(k) regulatory frameworks.
Currently a Senior Staff Software Engineer, Shrikant leads backend and platform initiatives supporting clinician and patient applications, including consent management systems, dynamic configuration platforms, secure telemetry pipelines, and cross-platform MAUI architectures spanning iOS, Android, and Windows. He has played a key role in enabling global neuromodulation therapy launches across 27 European countries while ensuring GDPR, HIPAA, and regional data-sovereignty compliance. His work includes regulated SDLC execution, microservice modernization, DevOps automation, and the application of generative AI to improve engineering productivity and regulatory documentation workflows.
Previously, Shrikant spent a decade at GE Healthcare as a Staff Software Architect, where he led PET/MR reconstruction and acquisition software for clinical imaging systems. He was responsible for productizing advanced MR attenuation correction (MRAC) algorithms, motion-corrected PET/MR reconstruction pipelines, fault-tolerant imaging systems, and GPU-accelerated reconstruction frameworks that achieved up to 200× performance gains. His contributions supported FDA 510(k) submissions and were validated through phantom and clinical image-quality studies.
Earlier in his career, Shrikant held technical leadership and engineering roles at IGATE, Persistent Systems, Accenture, Manchitra, and a computational research lab, working on legacy modernization, distributed graph mining, seismic simulation, GIS rendering engines, and large-scale HPC systems using MPI, OpenMP, and GPU computing.
Shrikant holds a Bachelor’s degree in Computer Science from the University of Pune and has completed graduate-level coursework in artificial intelligence, deep learning, cloud computing, and algorithm analysis at the University of Wisconsin–Milwaukee. He has earned certifications in Generative AI with Large Language Models, SAFe, and project management, and has submitted intellectual property related to AI-assisted code analysis. He has also presented at international conferences, including ISMRM, and has served as an architecture lead and mentor across global engineering teams.

Shrikant Chikhalkar is a senior engineering leader with over two decades of experience designing and delivering high-performance software for regulated healthcare, neuromodulation, and medical imaging systems. His work spans safety-critical medical d... Show more

I’m driven by curiosity and a passion for building better systems. With experience across DevOps, DevSecOps and FinOps, I integrate security, automation and efficiency from day one. I help organizations tame complexity and turn technology into a competitive advantage. I believe in knowledge sharing and lifting teams to their full potential. My focus: stable foundations, faster delivery, and smarter spend.

I’m driven by curiosity and a passion for building better systems. With experience across DevOps, DevSecOps and FinOps, I integrate security, automation and efficiency from day one. I help organizations tame complexity and turn technology into a comp... Show more

Tummalapalli Sudhamsh Reddy is an accomplished Principal Data Scientist with over a decade of experience transforming complex data into actionable business insights across fintech, e-commerce, retail, healthcare, and insurance sectors. Currently serving as Principal Data Scientist and ML Architect at QlikTech Inc. in Waltham, Massachusetts, he leads the AI/ML group in developing cutting-edge AutoML solutions that serve over 3,000 customers and generate millions in annual revenue.
With a Ph.D. in Computer Science from the University of Texas at Arlington, where his dissertation focused on Game Theoretic Frameworks for Multiagent Systems, Sudhamsh combines deep theoretical knowledge with practical industry expertise. His academic foundation includes a Master's degree in Computer Science specializing in Distributed Computing and a Bachelor's in Computer Science and Engineering from Madras University.
Throughout his career, Sudhamsh has demonstrated exceptional leadership in data science initiatives. At Philo Inc., he revolutionized user engagement through advanced recommendation engines and algorithmic collections. During his tenure at Kayak Software, he redesigned the hotel ranking algorithm, resulting in over $5.2 million in additional annual revenue. His work at DataRobot Inc. involved leading cross-functional teams to implement critical use cases including customer churn prediction, lifetime value modeling, and healthcare analytics.
A recognized thought leader in the field, Sudhamsh presented on AutoML Best Practices at QlikWorld 2023, achieving an exceptional impact score of 8.03. His expertise spans a comprehensive toolkit including Python, R, SAS, Big Data technologies (Hadoop, Spark, Hive), cloud platforms (AWS, Azure), and advanced machine learning frameworks (TensorFlow, Keras, XGBoost).
Beyond his technical achievements, Sudhamsh has contributed to academia through multiple peer-reviewed publications in prestigious conferences including IEEE ICMLA and SMC. He has also served the scientific community as a reviewer for notable journals including Computing Journal (Springer Vienna) and Computer Communications (Elsevier).
His unique combination of academic rigor, industry experience, and proven ability to deliver measurable business value positions him as a leading voice in the evolving landscape of data science and machine learning.

Tummalapalli Sudhamsh Reddy is an accomplished Principal Data Scientist with over a decade of experience transforming complex data into actionable business insights across fintech, e-commerce, retail, healthcare, and insurance sectors. Currently serv... Show more