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ShaileshV-56/README.md

Shailesh V

Integrated M.Tech CS (Data Science) @ VIT Vellore  ·  Software Engineering & Machine Learning Enthusiast

LinkedIn GitHub Email LeetCode


👋 About Me

I'm a 3rd-year Integrated M.Tech student at VIT Vellore (CGPA: 9.23 / 10), building at the intersection of machine learning, data science, and full-stack development. I enjoy turning complex analytical problems into clean, deployable tools.

  • 🎓 Integrated M.Tech in Computer Science & Engineering (Data Science) — VIT Vellore 2023 – 2028
  • 🔭 Latest project: Mini Stock Advisor — ensemble ML + LLM stock intelligence dashboard
  • 🌱 Currently exploring LLM agents, LangGraph, and agentic AI workflows
  • 🧠 Interests: Applied ML, Computer Vision, Full-Stack Dev, Quantitative Finance
  • 💬 Ask me about Python, MERN Stack, YOLOv8, or Streamlit apps
  • 📍 Based in Vellore, India

🛠️ Tech Stack

Languages

Python Java C SQL JavaScript

ML / Data / Vision

scikit-learn YOLOv8 Pandas NumPy OpenCV

LLM / AI

LangGraph Groq XGBoost

Web & Backend

Node.js Express.js FastAPI HTML CSS

Databases

MongoDB PostgreSQL MySQL

BI & Visualization

Power BI Tableau Streamlit Plotly

DevOps & Tools

Docker GitHub Actions Git VS Code


📌 Featured Projects

Project Description Stack Period
📈 Mini Stock Advisor Stock intelligence dashboard — ensemble ML forecasting, risk analytics & LLM-generated commentary for NIFTY 50 / S&P 500 Python, Streamlit, XGBoost, Prophet, LangGraph, Groq 2025
🌍 Nestify Full-stack travel platform with listings, reviews, auth, Cloudinary image storage & Mapbox geolocation, deployed on Render MongoDB, Express.js, Node.js, React, Mapbox May – Jul 2025
🏅 Olympics Data Analysis Analyzed 120+ years / 270K+ records of Olympic data; Random Forest medal predictor (89.7% accuracy) with CI/CD pipeline Python, Pandas, Scikit-learn, Streamlit, Docker, GitHub Actions Jan – Feb 2026
🗑️ Garbage Detection System Real-time garbage detection (86.4% mAP50, ~150ms/image) using YOLOv8 trained on 3,669 images Python, YOLOv8, OpenCV, Streamlit Oct – Dec 2025

🏆 Achievements

  • 🧩 Solved 100+ problems on LeetCode — DSA, arrays, trees, graphs
  • 📊 Completed Power BI Essentials Workshop — hands-on dashboards & data visualization
  • 🎯 Student Coordinator — Riviera, VIT (30,000+ participants from 650+ colleges)
  • 🤝 Student Volunteer — graVITas, VIT (40,000+ participants technical fest)

📊 GitHub Stats

GitHub Streak


"Build things. Learn things. Ship things."

Profile Views

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  1. nestify-project nestify-project Public

    Nestify is a full-stack travel app where users can create, explore, and review travel destinations. Featuring secure authentication, image uploads, interactive maps with Mapbox, and a sleek UI buil…

    JavaScript 1