About
Final-year B.Tech (IT) at IIIT Allahabad, working at the intersection of applied AI and shipped product. Most recently completed a Technology Internship with ICICI Bank's Monitoring & Observability team, contributing to a banking-grade AIOps platform with ML-based anomaly detection. Currently focused on AI/ML research at IIIT Allahabad — including a 5-tier edge-deployed CBC analysis pipeline on Jetson — alongside applied LLM systems being prepared for release.
Work Experience
Skills
Check out my latest work
I've worked on a variety of projects, from simple websites to complex web applications. Here are a few of my favorites.
Multi-agent LangGraph RAG system for financial document Q&A, reaching 47.3% correctness on the FinanceBench benchmark (150 questions, 32 companies) — within 8 points of the EMNLP 2025 SOTA — via selective agentic retrieval and a LoRA fine-tuned BGE reranker. RBAC enforced at the Qdrant payload-filter layer, HITL approval on high-stakes answers via LangGraph interrupt(), and a self-hosted LiteLLM + Langfuse v3 + Redis observability stack. Backend complete with 294 passing tests; Next.js 16 frontend in progress.
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.