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tejswini-tiwari/README.md

πŸ‘‹ Hi, I'm Tejswini Tiwari


πŸš€ Highlights

| | | | | | πŸ† AWS AI-ML Scholar | | πŸ₯‡ Top 5 DC Hackathon | | | | | | 🎯 Google BigCode R2 |


πŸ’Ό Experience

AI/ML Developer Intern @ VLED Lab, IIT Ropar

May 2026 – Present Β· Remote

Building an AI-powered FAQ and Community Support Portal using the MERN stack for the Samagama Internship Portal. Creating a RAG-based chatbot with semantic search capabilities.

MERN Stack RAG MongoDB Atlas Vector Search


Machine Learning Intern @ Infosys

Nov 2025 – Jan 2026 Β· Remote

Built and deployed an IPL Live Win Probability Prediction System using FastAPI, Streamlit, and Scikit-Learn. Containerized with Docker for one-command deployment.

FastAPI Streamlit Scikit-Learn Docker


Frontend Web Developer Intern @ Indore Municipal Corporation

Jun 2024 – Aug 2024 Β· Indore, India

Contributed to the Nagar Nigam Map project with Google Maps integration, implementing search features and bilingual support.

Google Maps API JavaScript i18n


πŸ“‚ Featured Project

End-to-end Retail Analytics System

Built an end-to-end retail analytics system that processes CCTV footage to measure offline store conversion rates and customer behavior.

  • πŸ” Computer vision pipeline using YOLOv8 and ByteTrack for real-time visitor detection and tracking
  • 🏷️ Custom Re-ID logic, staff filtering, and session management
  • πŸ“Š FastAPI analytics engine with Redis pub/sub and PostgreSQL support
  • πŸ“ˆ Live dashboards: conversion funnels, zone heatmaps, queue analytics, anomaly detection
  • 🐳 Containerized with Docker Compose, 70%+ automated test coverage with Pytest

Python YOLOv8 ByteTrack Redis Pub/Sub PostgreSQL FastAPI Docker


πŸ”§ Tech Stack

Programming Languages

C++ Python JavaScript Java SQL

ML/AI

Scikit-Learn LangChain YOLOv8 RAG Pandas NumPy

Backend & Tools

FastAPI Redis PostgreSQL Docker Streamlit


πŸ“Š Projects

Project Description Tech Stack
Rest-Rev RAG-based chatbot for restaurant reviews Python, LangChain, LLaMA 3.2, ChromaDB
Retail Sentiment App NLP sentiment analysis with 92% accuracy Python, NLTK, TextBlob, Flask
IPL Win Predictor Real-time IPL win probability prediction FastAPI, Streamlit, Scikit-Learn, Docker
IMDB Movie Review Analysis EDA on 50K+ IMDb reviews Python, Pandas, TextBlob, Matplotlib

πŸŽ“ Education

Integrated B. Tech + M. Tech in Information Technology International Institute of Professional Studies, DAVV, Indore Aug 2023 – May 2028 Β· SGPA: 9.44 / 10


πŸ… Achievements

  • πŸ† AWS AI-ML Scholar β€” Selected as one of 1,500 students from a global pool of 50,000 applicants
  • πŸ₯‡ Top 5 DC Hackathon β€” Among top 5 teams in DataCanvas Hackathon
  • 🎯 Google BigCode Round 2 β€” Reached Round 2 of the Google BigCode Competition

πŸ“œ Certifications


πŸ‘‘ Leadership & Activities

  • πŸ‘¨β€πŸ’» Member, Development Club IIPS
  • πŸŽ“ Google Gemini Student Ambassador 2025
  • πŸ‘ State Player - Hockey
  • πŸŽ–οΈ NCC India β€” Secured highest rank among 100 students at IIPS

🌐 Connect With Me

Linkedin Email


⭐ Built with passion for Machine Learning and Full Stack Development

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