About Me
CSE student with a Management Minor at SRM University, Andhra Pradesh — graduating June 2026. I build products, run operations, and write code. My work spans data pipelines, full-stack web systems, and ML research. Track record: cut approval turnaround 60%, closed a ₹1L+ sponsorship, scaled 600-member organisations, and shipped systems in daily production.
Year 1 ended with a 7.4 GPA — both end-sems fell during a prolonged illness. I didn't change who I was; I redesigned how I prepared. Six consecutive semesters of improvement followed. That same instinct — diagnose the system, fix the constraint, execute — is what got 600+ volunteers coordinated in 18 hours for an AIIMS health camp, closed a ₹1L+ Krafton sponsorship by showing up in a room as someone they already knew from DreamHack, and produced an IFIP-accepted paper by debugging a broken research pipeline that no one else could run. I've learned the hard way, including a cricket final I lost when I had the capability but not the composure. That one stays with me.
Projects
27-agent platform on a shared ReAct runtime — hybrid heuristic + LLM orchestration, multi-provider failover (OpenRouter → Gemini → Ollama), and an autonomy gate with kill switch. Dependency-free MCP client, on-device voice (Whisper + TTS), AES-256-GCM encrypted vault behind a real-time WebGL dashboard. Fully offline, zero cost.
10-node LangGraph agent with self-critique loop, Postgres checkpointing, and human-in-the-loop gating on destructive actions. Fine-tuned Qwen2.5-1.5B (QLoRA): alert triage accuracy 25%→100%, severity 37.5%→97.5%. Hybrid RAG (BM25 + pgvector), 83 tests, 31-check red-team suite.
AI triage assistant for frontline health workers — 7-node LangGraph pipeline classifying symptoms into urgency levels with protocol-grounded citations in English and Hindi. Multi-provider LLM failover (Gemini + 3 OpenRouter models), BM25 RAG over clinical protocols, near-zero failed requests.
ETL pipeline over 283,678 deliveries and 1,193 matches. Debunked the toss-advantage myth — 51.8% win rate — with interactive Plotly visualisations.
↗In daily production at SRM AP. Replaced manual cross-department coordination with JWT auth, 3-tier RBAC, and automated project matching.
↗One-shot supernet over 7.98×10¹⁶ candidate architectures. NAS-Found hits 46.40% Top-1 on Tiny-ImageNet — +2.69pp vs MobileNetV2, 20.6% fewer parameters, 4.15ms ONNX Runtime with INT8 quantisation. Published in Springer LNCS, IFIP conference.
↗Multi-turn context with streaming responses. Custom prompt-engineering pipelines on OpenAI API with Redux state management.
↗Experience
Hyderabad
- Diagnosed broken approval workflow spanning 5 universities
- Redesigned into multi-tier digital RBAC sign-off system
- Cut approval turnaround 60% — from 4–5 days to under 2 days
- Owned full delivery: requirements → UAT → go-live
Co-Curriculars
- Scaled club from 400 → 600 members on zero budget
- Closed ₹1L+ Krafton sponsorship — highest in club history
- Secured 3-year NoScope Gaming partnership — DreamHack credibility anchored the pitch
- Led 350+ members across 10 large-scale campus events
- AIIMS Mangalagiri health camp: 600+ volunteers deployed
- Largest single-event deployment in club history