Environment & Cleantech

Skilled professionals dedicated to innovative technologies and practices that reduce environmental impact and promote sustainability

Oyinloluwa Adedoyin

Oyinloluwa Adedoyin

Oyinloluwa Adedoyin is a Product & Motion Designer. He has six years of design experience, four of them in product, and his work is in identity infrastructure, fintech, and edtech.

In 2025 he was appointed an Innovation Stage Judge for the Conrad Challenge 2025–2026, presented by Space Center Houston, a Smithsonian Affiliate and the Official Visitor Center of NASA Johnson Space Center. In that role he evaluates technology submissions from teams across more than 70 countries.

He is a Product Designer at VerifyMe, where he designs QoreID, an identity verification platform integrated by approximately 60% of Nigeria's commercial banks. QoreID processes over 1 million verifications a month for more than 400 API clients. He also designs Gova, a last-mile verification platform now past 670,000 completed verifications. Before VerifyMe, he led the redesign of the core learning experience at uLesson while the platform scaled from under 100,000 to over 2 million downloads, contributing to a $15M Series B funding round. His earlier work spans Maxim Credit Card, UBA Group, Crowdyvest, and Omnibiz Africa.

His independent work travels internationally. Flatten Master, the Figma plugin he built and released in July 2025, picked up 750+ active users in its first four months. His 37 animation assets on LottieFiles have been downloaded more than 5,000 times and were featured on the LottieFiles homepage for four consecutive months in 2025, placing them in the top 0.1% of over 100,000 submissions. The assets are integrated into Chipper Cash (5M users), Maxim, Curaboard, and Gova. His free Figma Community packs are in use by designers across Nigeria, Kenya, India, Brazil, Pakistan, and Southeast Asia.

He has spoken at IndabaX 2025, Africa's largest AI and machine learning research community; at TekForce Connect 2025, a global virtual summit with 900+ live attendees across four continents; and at DevFest Lokoja 2024, where he delivered a 40-minute keynote to 400+ engineers and developers.

He writes for TechEconomy, Technext24, TechCity, and NaijaNews, and has been featured by Vanguard, Independent Nigeria, The Sun, and Daily Times. He has appeared as a digital technology expert on Channels Television, TVC News, and Trust TV.

Oyinloluwa Adedoyin is a Product & Motion Designer. He has six years of design experience, four of them in product, and his work is in identity infrastructure, fintech, and edtech. In 2025 he was appointed an Innovation Stage Judge for the Conrad ... Show more

Jens Thirmeyer

Jens Thirmeyer

As a Solution Architect and former CTO in the green technology sector, I specialize in delivering value to customers across the domains of **AI, IoT, and IT security**. My expertise lies in translating complex technical concepts into practical solutions that drive innovation and sustainability. With a track record of successful projects and a passion for cutting-edge technologies, I am committed to shaping a greener, smarter future.

As a Solution Architect and former CTO in the green technology sector, I specialize in delivering value to customers across the domains of **AI, IoT, and IT security**. My expertise lies in translating complex technical concepts into practical soluti... Show more

Tadeh Hakopian

Tadeh Hakopian

With a background in Architecture and Development Tadeh has supported building large scale projects with diverse teams for over 10 years. By promoting open dialogue, systems thinking, and long term planning he has improved operational efficiencies in all his endeavors. He is a course author, trainer, and open source contributor as well as a speaker at national conferences in technology, architecture, design. He loves to talk about the new possibilities with technology and innovation at everyone’s disposal while building communities along the way.

With a background in Architecture and Development Tadeh has supported building large scale projects with diverse teams for over 10 years. By promoting open dialogue, systems thinking, and long term planning he has improved operational efficiencies in... Show more

Sandeep Voona

Sandeep Voona

Visionary & Digital Transformation Expert

Sandeep Voona is a 2025 award-winning Digital Transformation expert recognized as "The Most Influential Personality in Digital Transformation" by CXO Time, with additional honors including the Global Recognition Award for Innovation in Enterprise Software Development and Globee Gold Award for Artificial Intelligence. As Senior Principal Product Manager at ServiceNow, he architected the Zero Copy ERP solution that reduced integration latency by 60% and deployed globally across SAP, Oracle, and Workday platforms.

Sandeep has built his career transforming technical innovation into measurable business outcomes. A Senior Member of IEEE (top 10% globally), he serves on the IEEE-USA AI Policy Committee while continuing his legacy of enterprise innovation. His tenure at SAP saw him migrate hundreds of enterprise customers to cloud platforms while being twice selected for the exclusive SAP Catalyst program. Now at ServiceNow, he continues developing telemetry-driven products that significantly reduce delivery cycles while serving global enterprise clients.

Beyond corporate achievements, Sandeep demonstrates exceptional leadership through mentorship, achieving top 1% performance on topmate.io with 150+ monthly sessions guiding professionals into AI and product management careers. He co-founded Pan-Asians@SAP, organically growing it to 5000+ global members and influencing inclusive recruitment policies. As a startup mentor through SAP.iO, he has guided companies from Pre-Seed to Series A while serving as a judge for Unicorn Events (world's largest startup pitch contest), Globee Awards, and The Stevie Awards.

Visionary & Digital Transformation Expert Sandeep Voona is a 2025 award-winning Digital Transformation expert recognized as "The Most Influential Personality in Digital Transformation" by CXO Time, with additional honors including the Global Recog... Show more

Luis Zuñiga

Luis Zuñiga

Luis Zuñiga is a Cloud Architect specialized in the convergence of Autonomous Automation, Applied Intelligence, and Proactive Defense. With an expert focus on AWS and GCP production environments (PRD), Luis designs high-level resilient architectures that prioritize security and scalability at their core.

His expertise lies in automating complex security strategies through Infrastructure as Code (IaC), utilizing Terraform and YAML to build governed, self-healing cloud ecosystems. Currently, Luis is pioneering the implementation of Generative AI within production workflows, transforming how organizations detect threats and optimize operations through intelligent systems.

An active member of the global Dev community, Luis is an AWS Community Builder and a prolific technical writer. He is dedicated to bridging the gap between sophisticated security paradigms and automated execution, delivering strategic roadmaps that help teams transition to a state of continuous, AI-driven resilience.

Luis Zuñiga is a Cloud Architect specialized in the convergence of Autonomous Automation, Applied Intelligence, and Proactive Defense. With an expert focus on AWS and GCP production environments (PRD), Luis designs high-level resilient architectures ... Show more

Maxime Bonnin

Maxime Bonnin

Agile Coach & RTE for 9 years in international companies from luxury, aerospace, finance and public sectors. I have a specific focus around in product & portfolio management, enterprise architecture and change management.

Agile Coach & RTE for 9 years in international companies from luxury, aerospace, finance and public sectors. I have a specific focus around in product & portfolio management, enterprise architecture and change management. Show more

John Feminella

John Feminella

John Feminella is an avid technologist, occasional public speaker, and curiosity advocate. He helps enterprises transform the way they write, operate, and deploy software so that their businesses and people can be more effective. Before that, he led technology organizations at Pivotal, VMware, ThoughtWorks, EY, and Two Sigma; helped build the world's largest database of pollutants and air emissions; and authored a distributed-sensor technology.

John lives in Charlottesville, VA and likes meta-jokes, milkshakes, and referring to himself in the third person in speaker bios.

John Feminella is an avid technologist, occasional public speaker, and curiosity advocate. He helps enterprises transform the way they write, operate, and deploy software so that their businesses and people can be more effective. Before that, he led ... Show more

Dan Mazzella

Dan Mazzella

Dan has been building software since before the dot-com days, responsible for the modernization, site reliability and greenfield projects, as well as responsible for hiring software and devops engineers at various stages and skill levels, from junior to architect level. He has built a career at TRIRIGA, IBM, Wipro, and now as the Global Director of Software for Arcadis, a leading design, consultancy, engineering, project and management services across every phase of asset creation and management for projects all around the world.

Dan has been building software since before the dot-com days, responsible for the modernization, site reliability and greenfield projects, as well as responsible for hiring software and devops engineers at various stages and skill levels, from junior... Show more

Mikhail Chumakov

Mikhail Chumakov

Over nineteen years of experience in software development and design.
I have been passionate about cloud technologies for the last nine years.
My journey with the cloud began with Azure. However, about three years later, AWS became my primary cloud provider at work. 
From the beginning, I was impressed by how cloud technologies help engineers in their work and help deliver solutions much faster and easier. 
For the last four years, my interests and work mainly focused on serverless infrastructure, containerized applications, and search. 
Besides that, I am also curious about other cloud providers, like GCP and Azure.

I'm the AWS Community Builder.

Speaker and co-organizer of the "Mambo Jambo Cloud Talks" community meetup in Prague.

Over nineteen years of experience in software development and design. I have been passionate about cloud technologies for the last nine years. My journey with the cloud began with Azure. However, about three years later, AWS became my primary clou... Show more

Ephraim Mwereza

Ephraim Mwereza

Ephraim Mwereza is a technology leader and innovator harnessing the power of software and AI to drive transformative change across Africa.

He builds localized, sustainable digital solutions that address critical challenges in health, education, and inclusivity, ensuring even the most vulnerable communities benefit from the tech revolution.

Combining deep technical expertise with a human-centered, ethical approach, Ephraim seeks collaborations with leading experts to maximize impact and build a brighter, more inclusive future.

Ephraim Mwereza is a technology leader and innovator harnessing the power of software and AI to drive transformative change across Africa. He builds localized, sustainable digital solutions that address critical challenges in health, education, a... Show more

Andrea Saravalle

Andrea Saravalle

A PhD and expert in Applied Economics and Strategic Marketing, Andrea Saravalle combines a solid academic career at three leading Italian universities (Bologna, Brescia, Ancona) with extensive consulting work for national brands. Specializing in market analysis and positioning strategies, he helps organizations navigate technological and structural changes through a deep understanding of stakeholders' real needs. He is a member of the "Industry, Territory, Environment" research group at the University of Bologna. As a speaker, he brings to the stage a vision that combines strategy and sustainability, guiding companies towards growth that is both innovative and profitable.

A PhD and expert in Applied Economics and Strategic Marketing, Andrea Saravalle combines a solid academic career at three leading Italian universities (Bologna, Brescia, Ancona) with extensive consulting work for national brands. Specializing in mark... Show more

Matt Sutherland

Matt Sutherland

Matt is an Umbraco MVP and a keen advocate for all things Umbraco. He brings over 15 years of agency experience to try and distil client needs into actionable, technical problem solving,

Matt is an Umbraco MVP and a keen advocate for all things Umbraco. He brings over 15 years of agency experience to try and distil client needs into actionable, technical problem solving, Show more

Lene Ludvigsen

Lene Ludvigsen

Lene is a designer with an extra love for systems and order and the nitty gritty. During her over 20 years as a designer, she has used her craft to create engaging, useful, and memorable digital experiences.

Her passion lies in designing solutions that enhances people's lives. Lene has always been interested in system thinking in design (and everything else), and have spent the last decade working with design systems. She likes to deep-dive into things, and thinks it's important to ask questions about things we take for granted. Lene has experience both as a consultant and in-house, and now works as design lead in Enova SF.

Lene is a designer with an extra love for systems and order and the nitty gritty. During her over 20 years as a designer, she has used her craft to create engaging, useful, and memorable digital experiences. Her passion lies in designing solutions... Show more

Olayiwola Akinnagbe

Olayiwola Akinnagbe

Olayiwola Akinnagbe is a Senior Backend Engineer and AI researcher working at the intersection of financial technology, distributed systems, and intelligent human–AI collaboration. His work is guided by a clear conviction: systems should not merely function. They should scale, adapt, and strengthen the people who use them.

In the fintech sector, Olayiwola architects API-first, event-driven microservices that power payments, loan origination, and high-volume transaction platforms processing over one million API requests daily. He designs secure and resilient backend infrastructures using Java, Spring Boot, Kafka, and AWS. By applying CQRS principles, low-latency search optimization, and cloud-native deployment strategies, he consistently delivers measurable improvements in latency, throughput, and system reliability.

His contribution extends beyond engineering practice into scholarly research. He is the author of the peer-reviewed paper “Human–AI Collaboration: Enhancing Productivity and Decision-Making,” where he reframed artificial intelligence not as automation, but as cognitive partnership. His work examines how humans and intelligent systems can intentionally distribute cognitive responsibility while preserving human agency. This framework has been recognized for its clarity in explaining productivity acceleration and hybrid decision-making models.

Olayiwola holds a Master’s degree in Information Technology, graduating in the top five percent of his class, with research focused on machine learning–based malware detection. His broader publications span AI in finance, cybersecurity, federated learning, and predictive modeling for risk management. This combination of production engineering and academic inquiry enables him to translate theoretical insight into secure, deployable, and economically sound systems.

An AWS Certified Solutions Architect and Developer, he is committed to building architectures that are secure by design, resilient under pressure, and optimized for real-world constraints. He mentors engineers, contributes to technical scholarship, and speaks on system design, fintech infrastructure, and the evolving discipline of human–AI collaborative intelligence.

For Olayiwola, technology is not only about writing code. It is about designing systems that expand human capability while preserving judgment, responsibility, and trust.

Olayiwola Akinnagbe is a Senior Backend Engineer and AI researcher working at the intersection of financial technology, distributed systems, and intelligent human–AI collaboration. His work is guided by a clear conviction: systems should not merely f... Show more

Elaine He

Elaine He

Master of Business (Global Management & Marketing) (Honours)
Master of Applied Computing

With over six years of experience in cloud services, enterprise integration, and automation, I specialise in transforming ambiguous business challenges into practical, scalable solutions. My work sits at the intersection of technology and strategy, focusing on how AI, product development, and digital systems can reshape workflows and enhance decision-making.

I have a proven track record in designing seamless connections between complex systems—whether integrating platforms, redesigning processes, or improving the way information flows across an organisation. My approach blends deep technical understanding in Oracle technologies and cloud services with strong business insight, ensuring that the solutions we build are not only functional but genuinely meaningful for the people who rely on them.

I’m deeply guided by the belief that impactful technology should be quiet, intentional, and human-centred. Through writing and speaking, I explore how AI and modern product thinking are reshaping digital experiences and the future of work.

✍️ Substack: https://elaine1233blog.substack.com

🔗 Youtube: https://www.youtube.com/@elainehe-thinks

Master of Business (Global Management & Marketing) (Honours) Master of Applied Computing With over six years of experience in cloud services, enterprise integration, and automation, I specialise in transforming ambiguous business challenges into... Show more

Marco González

Marco González

Senior Software Engineer at Red Hat with 13+ years of global experience in 3G, 4G, and 5G network integration. A US patent creator and Telco Automation expert, Marco is an active CNCF Program Committee member and speaker at KubeCon, Kubedays, and CNCF events. He is a contributor to open-source projects including Open5GCore, Kepler, and kube-compare, bridging the gap between Telecommunications and Kubernetes.

Senior Software Engineer at Red Hat with 13+ years of global experience in 3G, 4G, and 5G network integration. A US patent creator and Telco Automation expert, Marco is an active CNCF Program Committee member and speaker at KubeCon, Kubedays, and CNC... Show more

Jan Schneider

Jan Schneider

Jan is delivering human-centered change for 5+ years with measurable business value in MedTech, Automotive, and Energy sectors. Expert in Agile, Design Thinking, SAFe, and Atlassian tools, guiding 10+ teams to more effective delivery and higher engagement while developing innovative products for a variety of markets and businesses with teams and organizations worldwide.

Jan is delivering human-centered change for 5+ years with measurable business value in MedTech, Automotive, and Energy sectors. Expert in Agile, Design Thinking, SAFe, and Atlassian tools, guiding 10+ teams to more effective delivery and higher engag... Show more

Muhammad Shahmeer

Muhammad Shahmeer

Shahmeer Amir is a world-renowned Ethical Hacker and the 3rd most accomplished bug hunter who has helped over 400 Fortune companies, including Facebook, Microsoft, Yahoo, and Twitter, resolve critical security issues in their systems. He has founded multiple entrepreneurial ventures in the field of Cyber Security, and currently leads three startups in four countries.

As the CEO of Younite, Shahmeer's premier company is working on next-generation audio-video communication technologies. He is also the CEO of Veiliux, Asia's first mainstream Cyber Security startup present in the Asia Pacific, UAE, and the UK. Authiun, another startup, is a complete passwordless authentication solution for the 21st century.

Shahmeer is the Cyber Security Advisor to the Ministry of Finance Government of Pakistan, involved in multiple projects regarding Deep Sea Tracking, Digital Transformation of Legislation, and Digitization of Pakistani Cultural Content. He is also a member of Forbes Technology Council.

As an Engineer and a Cyber Security professional with relevant certifications from renowned organizations like EC-Council, Mile2, SANS, etc., Shahmeer is currently looking at the Blockchain technology for his doctorate. He has authored three books, including Bug Bounty Hunting Essentials, and a dozen research papers.

Shahmeer is a highly sought-after keynote speaker on Cyber Security, Blockchain, and other technologies, having been invited to over 80 conferences globally. including Blackhat, GiSec, FIC, AEC Alberta, Hackfest and many more. He has also been accepted at multiple prestigious academic institutions in their entrepreneurship programs, including Stanford. As a CTO of companies, Shahmeer has learned to code in 25 languages and read code in 35, making him an expert in multiple technologies.

Shahmeer Amir is a world-renowned Ethical Hacker and the 3rd most accomplished bug hunter who has helped over 400 Fortune companies, including Facebook, Microsoft, Yahoo, and Twitter, resolve critical security issues in their systems. He has founded ... Show more

Tarek Hussein

Tarek Hussein

Dr. Tarek Hussein, PharmD, MBA, is a pharmacist-entrepreneur advancing sustainable, equitable, and tech-enabled care. He is co-founder of Ontario's first sustainability-certified pharmacy, co-founder of Medaki, an e-commerce platform for pharmacies, and Founder and CEO of sociaLink Rx, a digital health company pioneering precision social prescribing in Canada.

He serves as Adjunct Professor at the University of Ottawa's Faculty of Medicine and Climate Health Fellow at Harvard Medical School. Through leadership roles, especially with the Canadian Association of Pharmacy for the Environment (CAPhE), he advocates for health equity and climate-resilient pharmacy practice. His research on social prescribing is published in peer-reviewed journals, and he regularly speaks at national and international conferences.

A Chartered Manager, Lean Six Sigma Green Belt, and Agile Coach, Tarek helps healthcare organizations design evidence-based systems that are faster, safer, and measurably more impactful at the intersection of pharmacy, technology, and social health.

Dr. Tarek Hussein, PharmD, MBA, is a pharmacist-entrepreneur advancing sustainable, equitable, and tech-enabled care. He is co-founder of Ontario's first sustainability-certified pharmacy, co-founder of Medaki, an e-commerce platform for pharmacies, ... Show more

Ak B

Ak B

In a relentless pursuit of knowledge and awesome experiences. Working with Mobile apps for 9 years, baking well with start(ups(and downs)), and have been part of awesome products and teams. mostly Android.
Now working on reusable components in KMM and UI libraries in Jetpack compose.

In a relentless pursuit of knowledge and awesome experiences. Working with Mobile apps for 9 years, baking well with start(ups(and downs)), and have been part of awesome products and teams. mostly Android. Now working on reusable components in KMM a... Show more

Bhargav Shetgaonkar

Bhargav Shetgaonkar

AI Scientist driving scalable retail modeling, causal inference, and supply chain decisions for Target's growing digital business. Previously, he was a Graduate student in AI at Duke with research stints at the Center for Advanced Hindsight and IBM Labs for their open source and pro bono initiatives.

AI Scientist driving scalable retail modeling, causal inference, and supply chain decisions for Target's growing digital business. Previously, he was a Graduate student in AI at Duke with research stints at the Center for Advanced Hindsight and IBM L... Show more

Peter Örneholm

Peter Örneholm

Peter Örneholm is the CTO at Budi Auktioner, dedicated to helping companies reduce waste and embrace reuse through smart digital tools. With over 15 years of experience in Microsoft-related technologies, he leverages the power of cloud solutions like Azure to drive innovation and sustainability. Peter's mission is to create impactful solutions that enable businesses to adopt more circular and sustainable practices.

Peter Örneholm is the CTO at Budi Auktioner, dedicated to helping companies reduce waste and embrace reuse through smart digital tools. With over 15 years of experience in Microsoft-related technologies, he leverages the power of cloud solutions like... Show more

Mark Heckler

Mark Heckler

Mark Heckler, MBA is the Senior Director of Field Engineering at Moderne.
He has worked with key players in numerous industries and organizations to develop, deliver, and maintain critical capabilities securely, on time, and on budget. Mark is an open source contributor, author of Spring Boot: Up and Running (https://bit.ly/springbootbook), and a licensed, instrument-rated pilot.

Mark Heckler, MBA is the Senior Director of Field Engineering at Moderne. He has worked with key players in numerous industries and organizations to develop, deliver, and maintain critical capabilities securely, on time, and on budget. Mark is an o... Show more

Taylor Troesh

Taylor Troesh

Taylor tinkers with writing, learning, time, design, software, ideas, humor, and entrepreneurship.

Taylor tinkers with writing, learning, time, design, software, ideas, humor, and entrepreneurship. Show more

Jacqueline Stockwell

Jacqueline Stockwell

Jacqueline “Jaki” Stockwell is the CEO & Founder of Leadership Through Data, a global company who provide information management training and consultancy to both public and private sectors.

Alongside running the business, Jaki is also a professional speaker and is invited to attend international conferences and events. Jaki’s sessions are all about teaching information managers how to deliver fun, engaging and informative presentations to their colleagues in their respective businesses. As information managers know, it’s important that everyone in a business understands what information management is, however getting them to listen and comply is undeniably difficult. Jaki’s teaching methods empower information managers to think differently and use psychology along with a combination of styles to get their message across; after all, one size doesn’t fit all.

As well as being an international speaker, Jaki’s creative and inspirational leadership style and proactive approach to information management has led her to mentor others. She is quoted by clients and industry peers who say that “her positive attitude is infectious” and “she is totally human in her approach”.

Jacqueline’s aim in her career is to simplify information management what is unfortunately viewed as a complex and uninteresting topic, into relevant practical and enjoyable solutions which can be understood and implemented by all. The safety and security of information is both key to successful businesses but also a threat to their success if not managed effectively.

Whether in business or in her personal life, Jaki is always mindful of her sustainability efforts. At home she loves to upcycle and breathe new life into preloved furniture and décor. She loves to craft and sew and enjoys gardening and growing fruit and vegetables - no matter how successful the harvest may be .

Jacqueline “Jaki” Stockwell is the CEO & Founder of Leadership Through Data, a global company who provide information management training and consultancy to both public and private sectors. Alongside running the business, Jaki is also a profession... Show more

Vivek Shilimkar

Vivek Shilimkar

I am a Senior Consultant at Improving. My primary work is designing, implementing and end-to-end testing of Kubernetes cluster life-cycle processes across different cloud providers. I use wide range of technologies in my day-to-day work, including RKE1, RKE2, Kubernetes, AWS, Azure, GCP, Alibaba Cloud.

In addition to my engineering role, I hold a PhD in Climate Science from Hokkaido Univerisity, in Sapporo, Japan. My interest in advocating for green cloud design is fueled by my education.

I am a Senior Consultant at Improving. My primary work is designing, implementing and end-to-end testing of Kubernetes cluster life-cycle processes across different cloud providers. I use wide range of technologies in my day-to-day work, including RK... Show more

Robinson Otochi

Robinson Otochi

Software Engineer|ICP Blockchain Developer| Founder DrewSky Softwaries LTD ™ | Co-Founder Greencoin Edition |Founder Kencourpus AI | Mobile Developer |Author & Speaker |AI Enthusiast

Software Engineer|ICP Blockchain Developer| Founder DrewSky Softwaries LTD ™ | Co-Founder Greencoin Edition |Founder Kencourpus AI | Mobile Developer |Author & Speaker |AI Enthusiast Show more

Abhilash Majumder

Abhilash Majumder

Senior Deep Learning compiler engineer at Nvidia, ISO:C++ standardization member; Author

Senior Deep Learning compiler engineer at Nvidia, ISO:C++ standardization member; Author Show more

Josefin Hahn

Josefin Hahn

Josefin Hahn is a certified nature mental trainer with professional roots as a lawyer in the field of renewable energies. From this time, she knows exactly what mental load, high pressure and complex decisions mean. Today, she combines nature awareness, mental self-management and mindfulness to help people achieve greater inner peace, strength and relaxed thinking – in a working world that is often fast-paced and demanding. She also works as a coach and speaker.

Josefin Hahn is a certified nature mental trainer with professional roots as a lawyer in the field of renewable energies. From this time, she knows exactly what mental load, high pressure and complex decisions mean. Today, she combines nature awarene... Show more

Sankalp Gilda

Sankalp Gilda

Sankalp Gilda is a Staff ML Engineer and independent researcher focused on epistemic accountability and structured reasoning for AI-assisted workflows in regulated and high-stakes domains. He holds a PhD in Astronomy and has six-plus years of production data science experience spanning time-series analysis, uncertainty quantification, and MLOps -- most recently driving AI for electric-vehicle systems in greentech as well as in oil and gas.

He created tsbootstrap, an open-source Python library for bootstrapped time-series resampling (87+ stars, sktime-integrated), and gave its tutorial at SciPy 2024. His other public OSS spans the security and developer-safety ecosystem -- idna-ip-literal-smuggle-rules, a CodeQL/Semgrep ruleset and gopatch auto-fix codemod for a Go IDNA-canonicalization bug class (UTS-46 digit-fold IP-literal smuggling) he privately disclosed to the Go team in April 2026, and mcp-keyring-injector for session-scoped credential safety in MCP environments. Recent research includes workshop papers at ICLR 2026 -- Logical Reasoning of LLMs (algebraic invariants for LLM reasoning chains and weakest-link reliability propagation) and AI in Finance (epistemic accountability and generator-ratifier disjointness for agentic financial AI). He builds Verity, a reasoning-layer system for AI coding assistants in regulated environments, currently in private development.

Outside work he's drawn to high-commitment activities -- skydiving, scuba diving, kitesurfing -- that reward the same combination of careful preparation and decisive action that good engineering does. He consults across industries through DeepThought Solutions on AI governance, structured reasoning, and ML-for-regulated-domains problems.

Sankalp Gilda is a Staff ML Engineer and independent researcher focused on epistemic accountability and structured reasoning for AI-assisted workflows in regulated and high-stakes domains. He holds a PhD in Astronomy and has six-plus years of product... Show more

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