NorthGradient
A free, interactive platform for learning how ML and LLMs work, from first principles to guided paper walkthroughs.
Explore the platform ↗Sumit Asthana · AI / ML Engineer
I build AI systems.
And explain how they work.
LLM agents, knowledge graphs, and the engineering decisions between research and deployment. I build for regulated environments and write about what happens when theory meets production.
Selected work
All projects →Cardinal
Turn requirements into validated specifications and reproducible credit-card data, using an ontology-guided builder and deterministic simulation.
View on GitHub ↗efors
Collect, deduplicate, and rank research papers from arXiv, Semantic Scholar, and OpenAlex in one searchable collection.
View on GitHub ↗Latest writing
More writing
Loading articles...