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Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: StarstruckAchievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

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Cenrax/README.md

👋 Hi, I'm Subham Kundu

🚀 Founder building AI agents that transform how businesses operate | PhD Scholar in Reinforcement Learning & Agentic Systems

🔧 What I do:

  • Build production-ready AI sales agents and copilots for fortune 500 companies, all of them are in production.
  • Engineer DevOps automation systems and voice AI solutions
  • Optimize LLM performance (cut search costs by 99% at scale)
  • Bridge cutting-edge research with enterprise reality

💡 Recent Impact:

  • Delivered 20+ voice agents handling thousands of daily interactions
  • Built AI auditing systems saving 80+ hours of manual work
  • Led $5M deal strategy with intelligent document solutions
  • Reduced AI hallucination by 57% in threat intelligence systems

🎯 Current Focus:

  • Stealth Startup: AI agents for e-commerce automation
  • PhD Research: Reinforcement learning in agentic systems
  • Open Source: Building tools for the AI agent ecosystem

🌟 Philosophy: I believe the best AI systems emerge at the intersection of rigorous research and practical implementation. I'm systematically curious, culturally grounded (Bengali roots 🇧🇩), and constantly exploring the edge of what's possible with AI.

📫 Let's connect:

⚡ Fun fact: Built an LLM chatbot scaled to 5,0000 students that was featured on Chinese national TV! Engineered the copilot system that is deployed in LG US which handles around 11000 cases and around 500k messages daily.

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  1. AdvancedAITutorials AdvancedAITutorials Public

    This repository contains various RAG patterns implemented from scratch

    Python 20 1

  2. AutoscalingKubernetes-HandleHeavyTraffice AutoscalingKubernetes-HandleHeavyTraffice Public

    This is an demo project for autoscaling an app deployed in Kubernetes using nginx Ingress Controller and heavy traffic is simuated using locust

    2

  3. LLMSummaEvaluation LLMSummaEvaluation Public

    This project is meant for evaluating the summarization capabilities of three Large Language Models (T5-Small, T5-Large and GPT2). The dataset used in CNN_Daily Mail dataset

    Jupyter Notebook 2

  4. AKS_KVS_ETCD AKS_KVS_ETCD Public

    Install an Scalable ETCD database in Azure Kubernetes Service

    Python

  5. TransformerFromScratch TransformerFromScratch Public

    This is an implementation of transformer for translating english to italian from scratch in pytorch

    Python

  6. 5GHackathon 5GHackathon Public

    This is the software stack for low-latency real-time video inferencing in a edge server

    JavaScript 1