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AroonKumarr/README.md

Hi, I'm Aroon Kumar πŸ‘‹

I design and build production-ready AI/ML systems with a focus on LLM-powered applications, RAG pipelines, multi-agent AI workflows, and speech-to-speech systems. I love turning cutting-edge AI research into real products that scale and deliver impact.


πŸ”Ή About Me

  • Data Science Engineer @ 10Pearls | AI/ML, LLMs, RAG & Speech-to-Speech Systems
  • AI/ML Solution Executive @ Prudential Solutions | Building multi-city, multi-agent chatbots and real-time AI workflows
  • Passionate about deploying AI in production, designing microservices, and solving real-world problems with ML

πŸ’» Tech Stack:

Languages

Python Java C++ TypeScript

Frameworks

FastAPI Flask React LangChain LangGraph

AI/ML

OpenAI GPT LLaMA3 Mistral 7B RAG Agentic AI SHAP LIME

Infrastructure

Docker Redis CI/CD FAISS ChromaDB

Applications

Speech-to-Speech Real-time AI Predictive Systems


πŸš€ Projects

1. Real-Time Speech-to-Speech AI

  • Supports 220+ languages with high-accuracy speech recognition and synthesis
  • Low-latency streaming via OpenAI SDK and FastAPI backend
  • Frontend built with React/TypeScript for seamless real-time interactions
  • Frontend Repo | Backend Repo

2. AQI Prediction System – Islamabad

  • Predicts Air Quality Index up to 3 days in advance using ML & Deep Learning
  • CI/CD-enabled MLOps pipeline with hourly feature updates & daily model retraining
  • Interactive Streamlit dashboard for real-time monitoring
  • Live App | Repo

3. CyberX β€” AI Agent Platform

  • Production-grade AI agent platform with multi-provider LLM routing (OpenAI GPT-4o + Anthropic Claude)
  • Voice I/O pipeline with real-time STT via Whisper and streaming TTS via ElevenLabs
  • RAG knowledge base (ChromaDB) with WebSocket token streaming; deployed live at aigilityx.com
  • Live App | Repo

🌱 Currently Learning

  • Advanced System Design for AI products
  • Large-scale multi-agent AI orchestration
  • Optimization of real-time speech pipelines

🌐 Socials:

Instagram LinkedIn Email


πŸ“Š GitHub Stats:




✍️ Random Dev Quote


Snake animation

Pinned Loading

  1. air-quality-ml-mlops air-quality-ml-mlops Public

    Jupyter Notebook

  2. bangalore-home-price-app bangalore-home-price-app Public

    Python

  3. celebrity-face-classifier celebrity-face-classifier Public

    Python

  4. ITP_backend ITP_backend Public

    Python

  5. MLProject MLProject Public

    Python

  6. speeh-to-speech-live-kit speeh-to-speech-live-kit Public

    TypeScript