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kuman002/README.md

Kumaresan K

Typing SVG

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About

  • 💼 Associate Software Developer at Meyi Cloud Solutions (AWS Advanced Tier Partner, Puducherry) since May 2025
  • ☁️ Building serverless backends with Node.js, TypeScript, AWS Lambda, API Gateway, PostgreSQL and Drizzle ORM
  • 🎓 B.E. Computer Science & Engineering (Data Science), Annamalai University: CGPA 8.26 (2026)
  • 🤖 On the side: agentic AI backends, RAG pipelines and privacy-first intelligent systems
  • 📊 Background in machine learning, deep learning and computer vision
  • ⚡ Built a fully offline AI assistant that runs without any internet connection

Tech stack

Backend & Cloud Node.js TypeScript AWS Lambda API Gateway Serverless Docker
Databases PostgreSQL Drizzle SQLite ChromaDB
Languages TypeScript JavaScript Python Java C++
AI / ML LangChain Hugging Face TensorFlow Keras scikit-learn OpenCV
Python backend FastAPI Flask
Data Pandas NumPy Matplotlib Jupyter
Tools Git GitHub VS Code

Experience

Associate Software Developer: Meyi Cloud Solutions Pvt. Ltd. · May 2025 to present

  • Build and maintain Node.js / TypeScript serverless backends on AWS Lambda and API Gateway
  • Model and query data with PostgreSQL and Drizzle ORM
  • Deploy with the Serverless Framework and containerise with Docker
  • Work on a healthcare (radiology clinic) platform and a survey / training backend

Featured projects

Multi-agent system that routes queries to weather, document Q&A (RAG), meeting, and database agents.

🤖 M.I.L.O

Fully offline, privacy-centric assistant with voice recognition, NLP, task management, and finance and habit tracking.

Context-bound RAG assistant that answers only from uploaded notes and cites source pages.

Probabilistic CLV modeling with BG/NBD, Gamma-Gamma, and RFM segmentation for value-based marketing.

End-to-end ML pipeline: EDA, feature engineering, regression modeling, and a REST API with a frontend UI.

Real-time mask detection using deep learning and computer vision.


More projects

🤖 Agentic AI

Agentic AI Backend v2

🧠 Deep learning & computer vision

Cat vs Dog CNN · Chicken Disease Detection

📊 Machine learning

Crop Recommendation · ML Projects

💬 NLP

Movie Review Sentiment Analysis · SMS Spam Detection · News Classification

📈 Data analysis

TelCom Analysis · Web Analytics · Time Series Analysis · Web Scraping

🌐 Web & full-stack

Job Recruitment Platform · E-commerce · E-Learning · College Website · Event Registration · Book List App · Slooze Challenge

🖥️ Python fundamentals

Pandas Operations · NumPy Operations · Statistical Summary · Visualization · Pivot Table


GitHub

GitHub followers Agentic Backend stars M.I.L.O stars


Let's connect

Open to backend, full-stack and AI/ML engineering opportunities, collaborations and freelance work (Node.js + AWS).

LinkedIn GitHub


Building reliable cloud backends and intelligent systems that make a real difference.

Pinned Loading

  1. db-native-rag-widget db-native-rag-widget Public

    TypeScript

  2. M.I.L.O M.I.L.O Public

    Python 2

  3. customer-lifetime-value-CLV customer-lifetime-value-CLV Public

    A data science project that builds a predictive model to estimate Customer Lifetime Value (CLV) using customer transaction data, enabling businesses to improve customer retention and targeted marke…

    Jupyter Notebook 1

  4. academic-notes-ai academic-notes-ai Public

    Python

  5. agentic-ai-backend agentic-ai-backend Public

    Python

  6. agentic-backend agentic-backend Public

    Python 1