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Subh24ai/README.md

Hey, I'm Subhash 👋

AI Engineer building agentic systems, voice-first AI pipelines, and production RAG.

I focus on things that actually run in production — not just notebooks. Multi-agent orchestration, Indic multilingual NLP, and end-to-end ASR → LLM → TTS pipelines.

Currently: Open to AI Engineer / Agentic AI roles
Previously: AI Engineer @ Iwayplus (IIT Delhi Incubation)

What I've shipped

Project What it does Stack
NeuraDesk Multi-agent IT/HR ticket resolution — 4 LangGraph agents, 93.3% DSPy classifier, A2A protocol LangGraph · DSPy · FAISS · FastAPI
AgentIQ Autonomous multi-agent B2B outreach: research a company, score ICP fit, draft a personalized email, and self-evaluate it — with human-in-the-loop review before anything is sent. Agentic AI· LangGraph · Supabase · FastAPI
Yojana Sahayak Fully offline voice agent for 2,872 Indian govt schemes — zero internet dependency Whisper · QLoRA Qwen2.5 · MCP · FAISS
Voice Banking Agent 7-node agentic pipeline — voice biometric auth, 8 banking intents, Hindi/English/Hinglish Claude API · FastAPI · WebSocket
PennyWise LLM cost optimizer — semantic caching + prompt compression, saves up to 70% on API spend Python · Next.js

Production work @ Iwayplus

  • RAG chatbot for a National Institute — 15,000+ queries, sub-2s latency, hybrid FAISS + BM25 + cross-encoder reranking on GCP
  • Optimized inference pipeline — 60% latency reduction (5s → 2s) via FP16 mixed-precision + GPU batching
  • A* indoor navigation engine — multi-floor routing with indoor-outdoor handoff

Competitions

🏅 Top 12 / 118 teams — NCIIPC Startup India AI Grand Challenge (RAG retrieval on 500K+ docs)
🏅 Top 3 / 100+ teams — Apollo Hospitals × IIT Delhi Medical AI Solvathon

Tech I work with

Agentic & RAG: LangGraph · LangChain · CrewAI · DSPy · MCP · A2A · FAISS · BM25 · Cross-Encoder
LLMs & Speech: Whisper ASR · TTS · QLoRA · SFT · DPO · vLLM · HuggingFace · PyTorch
Infra: GCP · AWS · Docker · FastAPI · LangSmith · RAGAS · MLflow · W&B

LinkedIn · X / Twitter · Email

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  1. neuradesk neuradesk Public

    Production multi-agent IT/HR service platform — LangGraph + DSPy + RAG resolves enterprise tickets autonomously with A2A protocol support

    Python 1 1

  2. AgentIQ AgentIQ Public

    Autonomous B2B outreach agent — researches a target company, scores ICP fit, drafts a personalized email, routes low-confidence drafts to human review (HITL), and sends via Gmail on approval. Built…

    Python

  3. agentic-voice-banking-agent agentic-voice-banking-agent Public

    Agentic voice banking assistant that authenticates callers, executes transactions, blocks cards, and escalates to humans — all in one continuous conversation. Handles Hindi, English, and Hinglish c…

    Python

  4. yojana-sahayak-assistant yojana-sahayak-assistant Public

    Fully offline, multilingual voice AI agent that helps Indian citizens discover government welfare schemes in Hindi & English. Uses Whisper ASR, fine-tuned Qwen2.5 (QLoRA), FAISS RAG, and an MCP too…

    Python 1