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Prithwin55/README.md

👋 Hi, I'm Prithwin Ratnan

🎙️ AI Engineer | Speech Recognition (ASR) | Real-Time AI Agents | MCP

I build production-grade Speech Recognition systems and real-time AI agents with a strong focus on low latency, streaming inference, and scalable architectures. My work spans decoding algorithms, agent orchestration, and real-time AI pipelines.

🧠 About Me

  • 🎙️ Building Speech Recognition (ASR) systems (training, decoding, evaluation)
  • ⚡ Real-time & streaming inference systems
  • 🤖 Designing AI Agents using MCP & multi-agent architectures
  • 🧩 Deep focus on decoding strategies (Greedy, Beam Search)
  • 🏗️ Production-ready AI & backend system design

🛠️ Tech Stack

AI / ML

  • PyTorch
  • ONNX / ONNX Runtime
  • Streaming ASR (CTC, Transducer)
  • Beam Search & Greedy Decoding

Real-Time Systems

  • WebSockets
  • gRPC
  • Low-latency streaming pipelines

AI Agents

  • MCP (Model Context Protocol)
  • Multi-Agent Systems
  • Tool-calling & orchestration
  • Realtime agent frameworks

Backend & Infra

  • Python, Node.js , Java , C++ , C , Dart
  • FastAPI, Flask , Django , SpringBoot
  • Docker, Nginx ,
  • Linux

🔬 What I’m Working On

  • 🎙️ Building ASR systems for indian languages and global languages
  • ⚡ Fixing beam-search hallucinations in silent audio
  • 🤖 Real-time AI agents using MCP
  • 🧠 Multi-agent coordination & tool execution
  • 🚀 Deploying low-latency AI services

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