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Nilesh1725/README.md

Typing SVG

🧠 About Me

nilesh = {
    "name"       : "Nilesh Singh",
    "role"       : "AI/ML Engineer & LLM Enthusiast",
    "university" : "Lovely Professional University, Punjab",
    "degree"     : "BCA in AI & Machine Learning (CGPA: 9.23)",
    "currently"  : "Freelance RLHF Contributor @ Deccan AI",
    "building"   : ["AI Agents", "LLM Pipelines", "Biometric Systems"],
    "open_to"    : ["Full-time Roles", "Internships", "Collabs"],
    "portfolio"  : "https://Nilesh1725.github.io"
}

🚀 Featured Projects

🤖 SkillForge AI

AI Interview & Skill Assessment System

  • Adaptive technical interviews from resume + JD
  • 5-layer deterministic skill matching algorithm
  • 4-layer JSON defense → 100% structured LLM output
  • Sub-second evaluation latency

FastAPI LangChain Gemini HuggingFace Pydantic

🔐 SecureAuth

Multimodal Biometric Attendance System

  • Dual-factor: face + voice verification
  • MFCCs, Spectral Centroids, facial encodings
  • Speech-to-text liveness detection
  • Prevents proxy attendance

Flask OpenCV dlib Librosa MySQL

🏥 DiagnoVista

Intelligent Disease & Diabetes Prediction

  • Improved diabetes accuracy: 75% → ~91%
  • 100% disease prediction accuracy
  • Interactive Plotly dashboards
  • Symptom-weighting heuristics

Scikit-Learn Random Forest Flask Plotly

🛠️ Tech Stack

Languages

Python C++ Java C

AI / ML & LLMs

TensorFlow Keras scikit-learn LangChain HuggingFace

Backend & Tools

FastAPI Flask MySQL Docker Git

📊 GitHub Stats

GitHub Streak

🏆 Achievements

  • 🥇 Highest CGPA in Semester 1 (9.38) and Semester 3 (9.48) — BCA AI & ML
  • 🎤 Presented SecureAuth at IBM Day, Technovate 4.0 — received appreciation from industry delegates
  • 🏅 Selected as "Deccan AI Expert" after AI evaluation phase

📜 Certifications

Certificate Issuer Year
☁️ OCI 2025 Certified Data Science Professional Oracle 2025
🤖 Machine Learning with Python IBM 2025
📊 Data Visualization IBM 2025
🐍 Introduction to Python IBM 2025
🌐 Python Essential 1 Cisco 2024

🤝 Connect With Me

Portfolio LinkedIn Gmail

Popular repositories Loading

  1. SkillForge-AI SkillForge-AI Public

    Full-stack platform for automated skill matching, adaptive technical interviews, and personalized learning roadmaps. Powered by Google Gemini & Hugging Face LLaMA.

    Python 3

  2. Diagnovista Diagnovista Public

    Diagnovista is a full-stack AI-powered medical prediction system that predicts diseases based on user-reported symptoms and estimates diabetes risk using clinical health indicators. Built with Rand…

    HTML 2

  3. Attendance_system Attendance_system Public

    AI-based Attendance System using voice and face recognition, built with Python, Flask API, and MySQL, with automated NLP report generation.

    HTML 1

  4. Auto_ml Auto_ml Public

    A workflow to automate Ml solutions

    Python

  5. Gen-AI Gen-AI Public

  6. Indian-Banking-Transaction-Text-Dataset Indian-Banking-Transaction-Text-Dataset Public