Final-year B.Tech in AI & ML at BIT Mesra ('27). I work on time-series deep learning and on retrieval and vector-search systems.
- 📄 Research: A transformer-based architecture for pre-impact fall detection with highly imbalanced data, accepted at the 14th IEEE ISED 2026 (wearable IMU time series, KFall).
- 🗄️ Strata: a vector database built from scratch in C++17 (HNSW, NEON/AVX2 SIMD, WAL). On SIFT1M it matches FAISS and runs 1.9× faster than hnswlib at equal recall.
- 🔎 Evident: a RAG system with careful evaluation. Its BM25 reproduces Pyserini within ±0.002, and it uses an LLM-as-judge harness with bootstrap CIs.
- 🌱 Open source: sktime · usearch (#793, #794) · skpro · skbase