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Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLO

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mohithhhh/README.md
Mohith D K

👋 About

AI/ML Engineering Intern at A P Moller – Maersk, B.Tech CSE (AI/ML) from PES University. I build LLM systems for production and care most about the part everyone skips: checking the model's work: confidence scoring, human-review routing, and deterministic validation against hallucination.

  • 💼 Maersk: AI document-extraction pipeline (GPT-4o vision + Azure Document Intelligence) running across 10+ countries, with Grafana observability and alerting
  • 📄 Published at ICCIS 2025 (Springer LNCS): Temporal Belief Dynamics in BERT
  • 🏆 Winner, HACK-AI 24-hour Data Analytics Hackathon
  • 🌍 Merged open-source fixes in pydantic-ai and REA

🛠️ Stack

skills

GPT-4o · Claude API · Gemini API · Hugging Face · Multi-agent systems · OCR · MCP · SSE · Claude Code

🚀 Featured projects

Project What it does Stack
Provenance AI-content detection beyond stylometry: watermarking, a paraphrase-robust retrieval ledger, and a live Attack Lab that red-teams every method Python · TS
Groundtruth Ranks Bengaluru's 369 wards by heat risk, recommends interventions within budget, and verifies every figure before showing it Gemini · ADK · BigQuery
Il Colosseo (live) Two Gemini agents debate any topic over three rounds with live web research, then an AI judge rules. Source-integrity gate, 10 Indian languages with voice Gemini · FastAPI · SSE
DawaiSathi (live) Type or photograph a medicine and get plain-language usage, side effects and warnings in 11 Indian languages, plus cheaper Jan Aushadhi generics Claude · Next.js · Supabase
mcp-compensator Ctrl+Z for AI agents: an MCP proxy that journals mutating tool calls and can undo them Python · MCP
worth-a-ping Reads your inbox and only interrupts you when it's worth it, with a reason why Python
Aegis Private recurring subscription payments on Starknet with publicly verifiable aggregates TS · Starknet

🌍 Open source

Repo Contribution Status
pydantic/pydantic-ai #10805 raise ContentFilterError when Azure blocks a Responses API prompt without content_filter_result (fix + regression test) merged
morluto/rea #6137 fix reconstruction-ledger failure on whitespace-only graph labels (regression tests for both code paths) merged

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  1. Dawaisathi Dawaisathi Public

    DawaiSathi (दवाई साथी) — explains Indian medicines from a photo or name in 11 Indian languages, matches them to verified Jan Aushadhi government generics for cheaper alternatives, and connects pati…

    TypeScript 1

  2. Il-Colosseo Il-Colosseo Public

    Real-time multi-Voice-agent AI debate arena. Two Gemini-powered agents argue PRO/CON across 3 rounds with live web research, source verification, and multilingual voice narration (English + 10 Indi…

    JavaScript 1

  3. worth-a-ping worth-a-ping Public

    An agent that reads your inbox and only interrupts you when it's actually worth it — with a reason why. Built on caspian-sdk, spans email + Telegram.

    Python 1

  4. Continuity-Room Continuity-Room Public

    Continuity Room is an AI script supervisor: it reads new script drafts, cross-checks characters, props, and timelines against production history, and flags contradictions on a live Grafana dashboar…

    Python

  5. mcp-compensator mcp-compensator Public

    Ctrl+Z for AI agents — an MCP proxy that journals every mutating tool call and can undo them.

    Python

  6. Personal-HYROX-Marathon-trainer Personal-HYROX-Marathon-trainer Public

    JavaScript