I'm an AI/ML Engineer passionate about building intelligent systems that solve real-world problems using Large Language Models, RAG architectures, and production-grade MLOps.

SyGentAI (It's an AI Agent Start-up Idea which I am planning to pitch to YC)
It focuses on building Agentic AI systems, Imagine AI making MicroAgents and These Agents building entire software's

WHAT I DO:
• Design and deploy production-ready LLM applications using RAG, embeddings, and semantic search
• Build scalable ML pipelines with distributed training and model optimization (quantization, LoRA/QLoRA)
• Implement cloud-native AI solutions on AWS Bedrock, Azure OpenAI, and GCP Vertex AI
• Develop MLOps workflows with Kubernetes, Docker, MLflow, and CI/CD automation

TECHNICAL EXPERTISE:
Languages & Frameworks: Python, PyTorch, TensorFlow, LangChain, HuggingFace
LLM Technologies: RAG systems, prompt engineering, fine-tuning, quantization (GGUF/GPTQ), vLLM
Cloud & MLOps: AWS (Bedrock, SageMaker), Azure OpenAI, Kubernetes, Docker, Terraform
Data Engineering: Apache Spark, Kafka, Airflow, Databricks, Snowflake
Vector Databases: Pinecone, Weaviate, Chroma, FAISS

RECENT ACHIEVEMENTS:
→ Improved LLM reasoning accuracy by 35% on GSM8K and HumanEval benchmarks
→ Reduced ML inference costs by 50% through quantization and GPU optimization
→ Built microservices handling 10M+ daily events with 99.9% uptime
→ Designed enterprise RAG systems for large-scale semantic search

FEATURED PROJECTS:
• PrometheusAI: Privacy-first offline LLM assistant for Android (LLaMA, Granite, GGUF)
• NeuralScale: Distributed training framework with multi-GPU acceleration
• OmniGen: Multi-modal generation engine using LoRA/LCM

I'm actively seeking full-time AI/ML Engineering opportunities where I can leverage my expertise in LLMs, RAG systems, and production AI to drive business impact.

samir.s.sengupta@gmail.com
https://www.github.com/SamirSengupta
https://www.samcodeman.com
https://www.linkedin.com/in/samirsengupta/

Let's connect if you're working on cutting-edge AI problems or hiring for ML/AI roles!

I'm an AI/ML Engineer passionate about building intelligent systems that solve real-world problems using Large Language Models, RAG architectures, and production-grade MLOps. SyGentAI (It's an AI Agent Start-up Idea which I am planning to pitch to... Show more

Since 2020 Brandon has been actively engaging with and speaking to the developer community on tech and non-tech related issues. Having presented to mixed and diverse audiences , Brandon delivers electrifying talks that aim to inspire , inform and engage audiences. His talks has ranged from physical and online workshop sessions to panels and keynotes. Some of the events he has been part of include DevFest Harare (Zimbabwe) , DevFest Kitwe and DevFest Lusaka (Zambia) and , BuildwithAI Bonny Island (Nigeria ), Mozilla Festival Zambia , PyCon Zimbabwe and PyCon Africa (South Africa).

As a community lead and builder , Brandon has contributed to the revitalisation of Google Developer Groups Harare , spreading and mentoring student tech communities through Applied Machine Learning Days Africa , Zindi and he previously served as a Microsoft Learn Student Ambassador and a vice-president for Students for Exploration and Development of Space Midlands State University.

Since 2020 Brandon has been actively engaging with and speaking to the developer community on tech and non-tech related issues. Having presented to mixed and diverse audiences , Brandon delivers electrifying talks that aim to inspire , inform and eng... Show more

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In addition to her work at WiTVoices, she takes great pride in leading South Florida Women in Tech. These organizations are committed to empowering women in technology and creating a supportive environment for their professional growth. Through mentorship programs, networking events, and educational initiatives, they strive to break barriers and foster inclusivity in the tech industry.

Barkha Herman is a technologist, experienced developer advocate, and the founder of WiTVoices and South Florida Women in Tech. With a deep understanding of technology and a love for fostering inclusive and diverse tech communities, Barkha is dedicate... Show more

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Cynthia is a regular speaker at global conferences where she delivers insights on AI governance, identity observability, and emerging cybersecurity risks. Her thought leadership extends to academic and industry publications, contributing to works on AI-enabled regulatory compliance and digital skills development.

Cynthia Akiotu is a Cybersecurity Architect and Identity Specialist with deep expertise in Identity & Access Management (IAM), data governance, and Zero Trust implementation. She is a Security Data protection Associate Manager at Accenture. With e... Show more

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He speaks regularly to enterprise audiences across healthcare, higher education, business advisory and more on practical AI literacy, story-led adoption, and building the infrastructure that makes AI tools stick. He writes at landtiser.com.

Off the clock, he's doing his best to keep up with his young boys and pretending he has time to play video games.

Chris is a Microsoft MVP for M365 Copilot and Head of GenAI Adoption Strategy at Huron, where he leads enterprise Copilot adoption for roughly 10,000 employees across roles from interns to executives. His work balances hands-on AI architecture and th... Show more

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Lately, I have been integrating AI into engineering workflows, focusing on diagnostics, observability, testing, and automation that help teams move faster without sacrificing safety.

On stage, I share field tested patterns and mistakes to avoid, from migrations and cutovers to incident driven design and operational readiness. My goal is to give engineers practical takeaways they can apply immediately when building and modernizing systems at scale.

I am a senior backend and platform engineer at eBay with over 15 years of experience building and modernizing enterprise systems. I work on large scale billing and financial platforms that demand high reliability, strong security, and precise data co... Show more

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Phillip is a dedicated educator who has taught pentesting and web application pentesting as an adjunct instructor at Dallas College, and has created and delivered offensive security content for P3F and INE. His personal brand, "The Hacker Maker," reflects his passion for making cybersecurity accessible to non-traditional career entrants.

His contributions to the cybersecurity community extend well beyond the technical. Phillip is the concept creator and co-author of The Pentester Blueprint: Starting a Career as an Ethical Hacker, a widely respected book that grew from a lecture he gave at Dallas College into a conference talk and ultimately a published resource for aspiring pentesters. He is also a featured contributor in Tribe of Hackers Red Team.

Phillip hosts The Phillip Wylie Show and Simply Offensive, co-hosts CYBR.HAK.Cast, and previously hosted The Hacker Factory Podcast, a SANS Difference Makers Award recipient. He is a frequent speaker and workshop instructor at US and international conferences including DEF CON, Black Hat, BSides, and RSAC, and remains an active mentor and community advocate throughout the cybersecurity industry.

Phillip Wylie is an offensive security professional with over 22 years of cybersecurity experience, building on six years as a systems administrator before transitioning into cybersecurity. His diverse background spans multiple disciplines including ... Show more

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As an experienced conference speaker and author, Andreas focuses on the realities of software projects beyond technologies and methodologies. His talks and articles explore recurring anti-patterns, organizational dysfunctions, and the human side of project work – often with a critical and humorous perspective.

Andreas Monschau works as a Senior IT Consultant at Haeger Consulting in Bonn. In client projects, he has taken on various roles, ranging from software developer and software architect to test manager, team lead, and requirements manager. As an ex... Show more

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With extensive experience in neuro-symbolic AI, Dr. Reul champions hybrid architectures that integrate the creative capabilities of Large Language Models with the deterministic precision of Knowledge Graphs to help mitigate hallucinations and ground AI systems in verifiable reality. He is an active contributor to Responsible AI initiatives, serving on the IEEE working group on AI ethics oversight to help define global standards for transparency and fairness. His strategic "Cost to be Wrong" framework provides a pragmatic lens for assessing AI risk in zero-tolerance industries like healthcare and law, emphasizing the necessity of "expert-in-the-loop" supervision. Through his Lean AI Innovation methodology, he assists enterprises in leveraging their proprietary data for sustainable advantage while navigating the transition from pilot projects to production-grade systems.

Quentin Reul, Ph.D., is an AI Strategy and Innovation Executive with over 25 years of experience navigating the evolution of artificial intelligence from early symbolic systems to today’s neural era. He focuses on bridging the gap between high-level ... Show more

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Kasper is VP of Enterprise Sales for Europe at LS Retail, a global unified commerce and ERP provider built on Microsoft Dynamics 365. He leads enterprise sales strategy across the Nordics, Benelux, UK, Ireland, Germany and the Baltics, working throug... Show more

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Kim is the Head of Developer Relations and Founding GTM Engineer working on security for agents at Keycard. Kim's career is rooted in Identity, software engineering, and developer experience strategy. She enjoys teaching, mentoring, and learning from... Show more

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He's also maintainer in the TanStack organization and contributor to other open source projects.
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Maya Shavin is a Lead Software Engineer at Salesforce, where she leads frontend and fullstack initiatives with a focus on performance, scalability, and developer experience. With a background in Computer Science and Business, she brings a balanced te... Show more

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A recognized figure in the Chicago information security community since 2002, Johnny is a board member of BurbSec and BSides312. His past roles include Director of Cyber Training at GRIMM (security research), infrastructure defense at Kasada, Lead Researcher on Uptake's Industrial Cybersecurity Platform, and years as a penetration tester and security engineer for Fortune 500 organizations. He's also earned recognition for exposing critical vulnerabilities in mainstream consumer infrastructure—most notably the TSA Master Key leaks and Venmo stalking vectors.

Today, he applies that same skepticism to enterprise security programs, asking the questions most organizations desperately avoid.

Johnny Xmas is the Global Head of Offensive Security for a Fortune 200 manufacturing and agriculture corporation, where he leads a formal offensive security program spanning penetration testing, red teaming, adversarial simulation, and exposure asses... Show more

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Jonas Mayer is a Principal Consultant at TNG Technology Consulting. He leads TNG's Innovation Hacking team that develops experiences and prototypes that showcase cutting-edge technologies in soft- and hardware. Since 2018 he's been working on countle... Show more

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She is known for being straight talking – you have be warned.

Janet has been working within the Microsoft ego system for over 27 years. Both within Microsoft , Partner networks & Consultancy. She is one of the leading change practitioners in AI, Dynamics and Power Platform, she knows what works & the effort it... Show more

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Paweł Łaskarzewski is a serial entrepreneur at the intersection of AI and financial infrastructure, with three exits behind him. Co-founder of Kiwi Jobs (acquired by OLX Group / Naspers), Absolvent Group, and Molecule.one, OpenAI's scientific partner... Show more

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Stojan is passionate about building innovative applications by writing maintainable and correct code, which led him to explore functional programming. He enjoys sharing his insights and learnings on his blog.

When he's not coding, Stojan can be found playing padel, training at the gym, or dancing Cuban salsa.

Stojan is a versatile software engineer currently working at Jaja Finance as a Senior Android Engineer. His software development journey began in 2012 when he bought the Galaxy Nexus and started building Android apps. In addition to Android developme... Show more

Enterprise transformation leader with nearly 20 years of experience in international
organisations and over 10 years in consulting. Proven track record advising senior
executives and improving organisational performance at scale. Combines technical depth with psychological insight to build high-performing organisations and align ways of working with business strategy.

Enterprise transformation leader with nearly 20 years of experience in international organisations and over 10 years in consulting. Proven track record advising senior executives and improving organisational performance at scale. Combines technical... Show more

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His work sits at an interesting intersection: understanding the business problem, translating it into a technical solution, and then building something people can actually use.

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Ayoade Adegbite is a Senior Analytics Engineer, open-source builder, and technical speaker focused on the intersection of data, AI, and software engineering. He builds practical tools that solve problems he encounters in real data teams—from data ... Show more

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Nico is a former Microsoft MVP in Developer Technologies, crew member of Techorama BE and NL and crew member of VISUG, Belgium's largest .NET user group.

In his spare time he enjoys brewing (and tasting) beer, playing the guitar, riding his Harley-Davidson and doing Karate.

Nico Vermeir is a Cloud Solution Architect at Microsoft, where he has a strong focus on application innovation and AI. Being a strong believer in the importance of communities he tries to share knowledge wherever he can, be it on BlueSky, at a use... Show more

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For more than 25 years, Joel has trained and coached thousands of leaders across North America, Asia, Europe, and Africa. He has worked with organizations including QuidelOrtho, Kearney, RBC, TD, BMO, CIBC, Abbott, and Hyundai.

As founder of TFR: This Feels Right, Joel combines practical communication and leadership tools with skills drawn from acting and improvisation: reading the room, choosing your intention, and connecting with what matters to others.

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Joel also hosts the 'TFR: This Feels Right' podcast about leadership, communication and influence.

“You’re not here to change people. You’re here to move them.” Joel Silverstone helps leaders and teams have conversations that build trust, create buy-in, and move work forward, especially when the stakes are high or teams are working across silos... Show more

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On stage, Margo translates complex operational methodologies into practical, actionable playbooks, equipping business leaders with the exact blueprints they need to automate growth without losing their brand's human edge.

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Gerrit Grunwald is a software engineer that loves coding for around 40 years already. He is a true believer in open source and he is an active member of the Java community, where he founded and leads the Java User Group Münster (Germany), he is a Jav... Show more

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Brian Teller is the founder of Teller’s Tech and host of Ship It Weekly, a podcast for practitioners working in DevOps, SRE, platform engineering, and cloud. He brings real-world experience from staff-level infrastructure work across Terraform, Kuber... Show more

Enthusiastic developer interested in solving problems, communication, learning and with an everlasting love of the web. Host of Kortslutning Podcast and Public Speaker. Trying to make the industry better as a Chief Technology Officer in Variant.

Enthusiastic developer interested in solving problems, communication, learning and with an everlasting love of the web. Host of Kortslutning Podcast and Public Speaker. Trying to make the industry better as a Chief Technology Officer in Variant. Show more

George is a distributed systems expert and a hands-on engineering leader. He is a Director of Engineering at MongoDB, focusing on implementing cloud native technologies at enterprise scale. He is an Ambassador of the Data on Kubernetes community and the author of The Platform Engineering Playbook, by Packt. Most recently, he has been a speaker at global events like Kubecon, OpenSource Summit, Hashiconf, LeadDev, SaaStr, and more.

George is a distributed systems expert and a hands-on engineering leader. He is a Director of Engineering at MongoDB, focusing on implementing cloud native technologies at enterprise scale. He is an Ambassador of the Data on Kubernetes community and ... Show more