About
B.Tech (IT) at IIIT Allahabad ('26), working at the intersection of applied AI and shipped product. Most recently completed a Technology Internship at ICICI Bank working on Applied ML for Observability & AIOps, where I received a Pre-Placement Offer for full-time return. Currently focused on ongoing AI/ML research — including a 5-tier edge-deployed CBC analysis pipeline on Jetson — alongside an open-source agentic-RAG system recently shipped to PyPI.
Work Experience
Skills
Selected Projects
Research-grade ML, agentic RAG systems, and full-stack engineering — the work behind this portfolio.
Multi-agent LangGraph RAG system for financial document Q&A, reaching 72.7% correctness on the FinanceBench benchmark (150 questions, 32 companies) under a Cohen's κ = 0.932 calibrated judge — within ~3 pts of Claude-2 long-context (~76%) and ~30 pts above the paper baselines (38–43%). RBAC enforced at the Qdrant payload-filter layer, multi-party HITL approval on high-stakes answers via LangGraph interrupt(), and a self-hosted LiteLLM + Langfuse v3 + Redis observability stack. Shipped to PyPI and GHCR as a financebench CLI with 347 passing tests; pre-vectorized embeddings published as a Hugging Face dataset for full-corpus reproducibility.
5-tier Complete Blood Count analysis pipeline (segmentation → WBC differential → anemia screen → RBC morphology → 15-target CBC regression) on Jetson Orin Nano Super + TX2. YOLOv8n-seg matches published SOTA at mAP50 = 0.988 with 2.7–3.3× fewer parameters; end-to-end 171 ms / 5.85 FPS; 30-min stress run with no thermal throttling or memory leak.
Hackathons
I've participated in a few hackathons over the past year. Notable mentions below.
Amazon HackOn — Season 5
Online · India
Built GreenCart — a sustainable e-commerce platform with an XGBoost-based EarthScore, DBSCAN-driven group buying, and a multi-agent LangGraph shopping assistant. Open-sourced — 58⭐ on GitHub. Reached Semi-Finals as Team Dragonz.
Walmart Sparkathon — Converge
Online · India
Walmart Global Tech's open innovation challenge. Submitted GreenCart as a sustainability-focused commerce concept; recognised with a Certificate of Appreciation from Walmart Global Tech.