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kb-renuka/README.md

Hi, I'm K B Renuka 👋

Software Engineer (2026 CSE — AI & ML grad) who builds full-stack applications and ML systems end-to-end — from REST APIs and databases to model training and deployment.

  • 🔭 Currently building: agentic AI tools using Claude tool-use + RAG (see repomindai, rag-qa-engine)
  • 🌱 Learning: system design fundamentals and cloud deployment (AWS/GCP)
  • 💬 Ask me about: Python, Java, React.js, Flask/Django/Spring Boot, TensorFlow/scikit-learn
  • 📫 Reach me: kbrenuka132@gmail.com | LinkedIn | Portfolio
  • ⚡ Open to: Software Engineer / Backend / Full Stack / AI-ML roles

Tech Stack

Languages: Python, Java, JavaScript, SQL Frontend: React.js Backend: Flask, Django, Spring Boot, REST APIs, Socket.io, JWT Databases: PostgreSQL, MongoDB, SQLite ML/AI: scikit-learn, TensorFlow, Keras, Claude API Tools: Docker, GitHub Actions, Git, IBM Cloud

GitHub Stats

GitHub Stats Top Languages

Featured Projects

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  1. rag-qa-engine rag-qa-engine Public

    Real-time RAG (Retrieval-Augmented Generation) Q&A system using TF vectorization, cosine similarity retrieval, and Claude LLM

    HTML

  2. loan-approval-prediction loan-approval-prediction Public

    ML model predicting loan approval with 81.8% accuracy, compressed 173.7x and served via Flask REST API

    HTML

  3. resume-linkedin-scorer resume-linkedin-scorer Public

    Python

  4. chat-app chat-app Public

    Real-time chat application with JWT authentication, Socket.io messaging, and MongoDB persistence — deployed and live

    HTML

  5. voice-stt-tts-assistant voice-stt-tts-assistant Public

    A Python speech assistant combining speech-to-text (Google Speech Recognition API) and text-to-speech (gTTS/pyttsx3), with both online and fully offline modes.

    Python

  6. bulk-resume-ranker bulk-resume-ranker Public

    Recruiter-facing tool that bulk-ranks resumes against a job description, automating manual screening using NLP-based relevance scoring

    HTML