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Pratiksingh07-dy/README.md

Hi, I'm Pratik Singh πŸ‘‹


πŸš€ About Me

  • πŸŽ“ Final Year B.E. Computer Science (AI & ML) at DY Patil University, Navi Mumbai (2027)
  • πŸ€– Building production-grade AI systems β€” RAG pipelines, NLP applications, computer vision, and full-stack AI products
  • πŸ” Deep expertise in Generative AI, LangChain, LangGraph, Retrieval-Augmented Generation (RAG), and LLM integration
  • πŸ† Marketing Head, Social Wing β€” RAIT (2024–25) | Led a team of 13 | Organized 10+ social impact initiatives including Udaan Marathon
  • πŸ’‘ Passionate about turning complex AI research into real, usable products
  • 🟒 Open to AI/ML roles, internships, hackathons, and collaborations

πŸ›  Tech Stack

Languages

AI & Machine Learning

Backend & Databases

Frontend & Tools

Data Science Environments


🌟 Featured Projects

🧠 QRFolio β€” AI-Powered Smart Portfolio Platform

RAG-based recruiter assistant that lets recruiters ask natural language questions about a candidate

Tech Stack: React β€’ FastAPI β€’ LangChain β€’ ChromaDB β€’ Sentence Transformers β€’ MongoDB Atlas β€’ JWT

  • βœ… RAG-based AI Recruiter Assistant
  • βœ… ATS Resume Analysis & Semantic Search
  • βœ… QR Code Portfolio Sharing
  • βœ… JWT Authentication & Resume Management

GitHub


πŸš† RailMind AI β€” Intelligent Railway Incident Management

Backend-heavy railway safety platform with trust scoring, RBAC, and analytics

Tech Stack: Python β€’ FastAPI β€’ PostgreSQL β€’ SQLAlchemy β€’ Pydantic β€’ JWT

  • βœ… Trust Score System to filter false reports
  • βœ… Role-Based Access Control (RBAC)
  • βœ… Real-Time Incident Reporting & Analytics Dashboard

GitHub


πŸ›‘ Surveil-AI β€” Real-Time Crime Detection

CNN-LSTM hybrid deep learning system for violence detection from CCTV & webcam feeds

Tech Stack: Python β€’ TensorFlow β€’ Keras β€’ OpenCV β€’ MobileNetV2 β€’ LSTM

  • βœ… Real-Time Violence Detection on live webcam feeds
  • βœ… CNN-LSTM Hybrid Architecture (spatial + temporal modeling)
  • βœ… Works on both CCTV footage and live streams

GitHub


🎀 AI Interview Evaluator β€” NLP-Powered Interview Assessment

Evaluates spoken interview responses β€” detects filler words, scores semantic relevance, gives structured feedback

Tech Stack: Python β€’ NLP β€’ Sentence Transformers β€’ Speech Recognition β€’ Machine Learning

  • βœ… Filler Word Detection & Confidence Analysis
  • βœ… Semantic Response Scoring via Sentence Transformers
  • βœ… Automated Structured Feedback Report

GitHub


πŸ… Certifications

Certificate Issuer Year
Generative AI and ChatGPT – Self Paced GeeksforGeeks 2024
Python Essentials 1 Cisco Networking Academy & OpenEDG 2026
Getting Started with Generative AI IBM SkillsBuild 2026
Python Complete Course for Beginners Udemy 2023

πŸ† Leadership & Extracurricular

Marketing Head β€” Social Wing, RAIT (2024–25)

  • Led a team of 20+ members across 10+ social impact initiatives
  • Organized Udaan β€” a 7km fundraising marathon
  • Ran blood donation camps, tree plantation drives, orphanage & NGO celebrations, old age home visits
  • Developed leadership, event planning, communication, and team management skills
  • Walked in as an introvert β€” walked out as a confident leader

πŸ“Š GitHub Analytics


πŸ“ˆ Contribution Graph

Pratik's github activity graph


🀝 Let's Connect

Open to AI/ML roles Β· Internships Β· Hackathons Β· Collaborations

Pinned Loading

  1. Surveil-AI Surveil-AI Public

    Real-time crime detection from webcam & video using MobileNetV2 + LSTM | TensorFlow & OpenCV

    Python

  2. AI-Interview-Voices AI-Interview-Voices Public

    Full-stack AI interview platform (React + FastAPI) that uses speech recognition and Sentence Transformers to score answers via semantic similarity.

    JavaScript

  3. RailMindAI RailMindAI Public

    AI-powered smart commute and crowd intelligence system for Mumbai local trains.

    Python 1

  4. QRFolio QRFolio Public

    AI-powered smart portfolio platform with QR sharing, ATS analysis, AI assistant, analytics dashboard and resume management.

    JavaScript