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RomanDebugger/README.md

πŸ‘‹ Hey, I’m Akshat Tiwari (RomanDebugger)

Backend + ML Infra Engineer β€” I build robust pipelines and distributed systems that make machine learning production-ready.
I care less about hype and more about systems that keep running when it matters.

πŸ› οΈ Tech I Use

πŸ”¬ Exploring

  • Multimodal LLMs (Gemma + Ollama) for local RAG
  • Optimized training pipelines with quantization + pruning
  • Observability-driven infra for ML workflows

πŸ“‚ Featured Projects

  • ML API Gateway β†’ Central nervous system for ML deployments. Supports auth, rate-limiting, observability.
  • Anomaly Detection Engine β†’ Kafka + PyTorch powered system for near real-time anomaly detection in systems.

πŸ“Š GitHub Stats

Akshat's GitHub Stats Top Langs

🌐 Connect

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β€œCode, compute, and conquer complexity.”

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  1. Chatterbox-backend Chatterbox-backend Public

    Real-time chat backend built with Express, MongoDB, and Socket.IO. Supports group chat, typing indicators, JWT authentication, and message delivery tracking.

    JavaScript

  2. CommerciaL CommerciaL Public

    A full-stack, role-based e-commerce platform with buyer-seller flows, built using Next.js, Prisma, PostgreSQL, and deployed via Netlify and Railway.

    TypeScript

  3. Anomalyze Anomalyze Public

    An end-to-end MLOps pipeline that uses a Go agent and Kafka to feed a self-training Python Autoencoder for real-time system anomaly detection.

    Go

  4. ml-gateway ml-gateway Public

    Go