Projects

Production ML systems with measured results. Each project includes a full write-up on this site.

RelevanceIQ: Grounded Product Search

Hybrid retrieval, cross-encoder reranking, and citation-grounded RAG over 568K Amazon reviews.


Stack	OpenSearch, FAISS, FastAPI, MLflow, Ollama
Impact	+17.7% NDCG@10, 97.5% faithfulness, sub-80ms p95 search
Write-up	Read the post

Production decision engine with hybrid ensembles, isotonic calibration, and full observability.


Stack	LightGBM, CatBoost, FastAPI, Prometheus, Grafana, Docker
Impact	96% precision, 70% automation, ECE < 0.02
Write-up	Read the post

Other repos including early RAG experiments, edge inference work, and research notes are on github.com/AbhijitMore.