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akshat333-debug/README.md

Akshat Agrawal

AI Engineer in training — LLM agents, GenAI pipelines, backend systems

Integrated M.Tech CSE @ VIT Vellore, 2028 · Top 10, Appian AI Challenge @ SHAASTRA (IIT Madras) · Top 10, Encode @ UDGAM (IIT Guwahati)

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Building now

RunFuse — runtime circuit breakers for AI agents. Trips a fuse and stops a run when it crosses cost, step, time, error, or loop limits — before the bill does. Gateways cap per API-key; observability tools show the fire after it's out. RunFuse enforces mid-flight. pip install runfuse · PyPI + CI green

QuantProto — the backtest-integrity auditor. Paste a strategy's returns, find out if the edge is real or overfit (Deflated Sharpe, Probability of Backtest Overfitting, Robustness Score). Multi-agent + MCP tools, FastAPI, 396+ tests. Live demo → quantproto.vercel.app

TrustCall — explainable deepfake voice detection. RawNet2 + Whisper, real-time browser inference. 95.2% accuracy · 4.19% EER on ASVspoof 2019

Hackathon builds

Team projects — equal contribution, not solo work

Patent

Co-inventor, Indian Patent Application 202641051569 (published) — "A Computer-Implemented System for Deterministic Multi-Layer Verification of Machine-Generated Textual Data", filed via VIT Vellore, April 2026.

Stack

Python PyTorch FastAPI LLMs / GenAI React Docker AWS

Open to AI/software engineering internships, 2027 · reach out above

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  1. RunFuse RunFuse Public

    Run-level circuit breakers for AI agents — trip fuses on runaway cost, loops, and retry storms. pip install runfuse

    Python

  2. QuantProto QuantProto Public

    Backtest-integrity auditor — is your edge real or overfit? Deflated Sharpe, PBO, cost break-even, one Robustness Score. Experiment tracker with hash-chained ledger + live drift monitor. MCP-native,…

    Python

  3. AutoWatch AutoWatch Public

    Plain-English monitoring & alerting for no-code automations (Zapier/Make/n8n) — HMAC webhook ingestion, AI summaries, failure/stalled alerts, Stripe billing. Next.js + Supabase + Inngest.

    TypeScript

  4. trustcall trustcall Public

    Explainable deepfake voice detection — RawNet2 + Whisper + real-time browser inference. 95.2% accuracy, 4.19% EER on ASVspoof 2019.

    Python