Founding Research Engineer at AntHill AI, based in Bengaluru. I build LLM systems that have to be right: retrieval, knowledge graphs, agents and text-to-SQL.
Before this I was a Product Analyst at slice Small Finance Bank, and I studied materials engineering at IIT Jodhpur, where a Bi-GAN I built for lattice structure identification later turned into a market-risk stress-testing model.
| Project | What it is |
|---|---|
| crowdlens | Simulates a population of audience personas to stress-test campaign copy before it ships |
| clif-gpt | Couples a frozen LLM with an object-centric video dynamics branch for physics-grounded completions |
| startup-builder-agents | FastAPI service of agents that turn a startup idea into market research, branding, a business model and financial estimates |
| research-paper-rag | Query research papers with LLaMA-2 and retrieval-augmented generation |
| market-risk-bigan | Market risk analysis and stress testing with bidirectional GANs |
| curvetopia-curve-regularization | Regularity, symmetry and occlusion handling for 2D curves (Adobe GenSolve) |
- LLMs and text-to-SQL: antiks-text-to-sql
- ML and forecasting: churn-prediction-sagemaker, rohlik-orders-forecasting
- NLP: aspect-based-sentiment-analysis, vader-vs-roberta-sentiment, fake-news-lstm-classifier
- Numerical computing: floating-point-summation
Python · PyTorch · SQL · Rust · TypeScript · FastAPI · AWS SageMaker
I write about research at The Multiverse of Intelligence.