Building high-performance systems at the intersection of mathematical optimization, distributed backend engineering, and machine learning. Head Web Coordinator leading IIT Bombay's placement portal infrastructure while researching agentic integer programming platforms.
OR-Agent: Agentic AI Optimization Platform
Ongoing Thesis
A 10-node LangGraph multi-agent pipeline translating complex natural-language policy descriptions into executable Pyomo/OR-Tools integer programs. Implements AST-based self-healing code repair, 5-criterion deterministic evaluation gates, and a Mem0 cognitive memory layer for cross-session learning. Fine-tuned Qwen2.5-Coder-7B via LoRA SFT + DPO on 35K rows across SLURM HPC (2× A100-80GB GPUs).
Distributed Key-Value Store
9,733 LOC
Engineered Raft consensus (leader election, log replication, WAL persistence) with a custom Log-Structured Merge-Tree storage engine and asynchronous I/O networking backends.
CUDA Inference Engine
780 LOC
High-performance GPU inference engine featuring fused RMSNorm (7.84 µs), SwiGLU (4.12 µs), and INT4 AWQ GEMM kernels with block-managed paged KV-cache (<0.05 µs allocation).
Handwritten Math Digitization
Vision Transformer
End-to-end OCR pipeline: CRAFT text segmentation → TrOCR text extraction → Nougat formula recognition. Fine-tuned Nougat with LoRA on 30K handwritten mathematical formula images.
Graph Optimization Library
2,423 LOC
Algorithms suite featuring Dijkstra, A*, Floyd-Warshall, Tarjan SCC, Dinic, Boykov-Kolmogorov max-flow, Hungarian matching, and column generation with Ryan-Foster branching.
Head Web Coordinator
- Leading a 9-engineer technical team building high-availability placement portal infrastructure for 2,500+ students and 600+ recruiters.
- Maintained portal operations during Day 1–15 scheduling, processing 13,000+ daily user transactions.
- Constructed 3 production servers, automated server log monitoring, and architected Single Sign-On (SSO) with role-based JWT authentication.
- Led Node.js 24 migration, connection pooling optimization, and authored comprehensive 20-file low-level design (LLD) documentation.
Institute Research Assistant
- Architected and deployed a Django Smart Learning Factory web platform powering IIT Bombay's Industry 4.0 laboratory.
- Engineered and maintained the IEOR PhD Admissions Portal managing 170+ candidates and 10+ faculty evaluators.
- Maintained 5 departmental computing servers, configured academic environments, and conducted Linux/Bash workshops for 50+ students.
- Maintained the IEOR department Drupal website, cataloging 450+ faculty publications across journals and conferences.
Visualization & Interaction Science Analyst
- Engineered a hybrid-search RAG chatbot (dense + Okapi BM25 retrieval, semantic re-ranking) on Azure AI Search — achieved 98% accuracy and cut latency by 70%.
- Architected an OCR-to-embedding pipeline indexing 40,000+ documents/hour with parallel workers and custom Azure AI skills.
- Designed interactive Qlik Sense & React.js fraud analytics for a Fortune 500 client, cutting investigation time by 80%.
- Configured AWS infrastructure (Docker, EC2, Nginx, load balancing) and optimized PostgreSQL schemas to lower query latency by 65%.