Saumya Mehta
Building the Future of AI, One Idea at a Time.
I am an AI Engineer & Senior Data Scientist dedicated to creating intelligent systems that shape our tomorrow. I capitalize on deep learning, generative models, and robust ML pipelines to solve complex real-world challenges in finance and research.
Technical Capabilities
End-to-end ML pipelines
Kafka → Spark/Databricks → Snowflake → PyTorch → FastAPI on K8s
GenAI & Retrieval
LangChain + Pinecone RAG services that answer questions in <150ms p95
Product Analytics
CUPED & causal-inference frameworks; run experiments, ship only when guard-rails win
Scale & Reliability
500K+ events/day, <120ms latency, 99.9% uptime—validated in production
Selected Works
nanogpt
Minimal GPT implementation that surpasses GPT-2 on text generation: lean configs, clean data pipeline, and reproducible training runs.
makemore
Character-level text generation playground: dataset prep, simple model variants, and sampling utilities to learn generative modeling fundamentals.
fetch-slide-her-per
Reinforcement learning setup where a robot learns to pick up and slide objects: HER-based training loops, environment handling, and evaluation scaffolding.
Interested in collaborating?
I'm currently available for research collaborations, consulting, and full-time opportunities at the intersection of AI and Product Excellence.