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nevil2006/README.md

Computer Vision | Machine Learning | AI Systems


Profile

• B.Tech – Artificial Intelligence and Data Science (2023–2027)
• KGiSL Institute of Technology
• Focus on Computer Vision and Machine Learning systems
• Experience developing real-time AI applications
• Interested in AI systems deployed in real-world environments


Streak Statistics


Technology Stack

Languages Machine Learning & Data Computer Vision

Python
JavaScript
SQL
Embedded C
HTML
CSS
Bootstrap

TensorFlow
PyTorch
Scikit-learn
NumPy
Pandas
Matplotlib

OpenCV
YOLO
CLIP
BERT
DeepSORT
ByteTrack

Frameworks Tools Embedded & IoT

Flask
Streamlit
Ultralytics YOLO
Roboflow

Git
GitHub
Docker
VS Code
Jupyter
Google Colab

ESP32
MPU6050
I2C Communication
Wokwi Simulation
Embedded Systems


Featured Projects

Smart Traffic Management System

AI-based traffic monitoring system that detects vehicles in real time and prioritizes emergency vehicles for faster signal clearance.

Technology
YOLOv11 • OpenCV • ESP32-CAM • DeepSORT

Repository
https://github.com/nevil2006/AI-Based-Smart-Traffic-Management-System-with-Emergency-Vehicle-Prioritization


AI Biometric Authentication System

Multi-factor authentication system using face recognition and OTP verification with liveness detection to prevent spoofing.

Technology
React • Flask • OpenCV • SQLAlchemy

Repository
https://github.com/nevil2006/biometric-authentication


Breast Cancer Classification using CLIP

Deep learning model using vision-language architecture for medical image classification with zero-shot learning.

Repository
https://github.com/nevil2006/medical-analysis-app


Document Masking Tool

Application that detects sensitive information in documents and automatically masks private data using OCR.

Repository
https://github.com/nevil2006/masking-tool-in-image-


Articles

Random Forest – The Algorithm That Made Me Look Deeper into ML

https://medium.com/@nevilj22/random-forest-the-algorithm-that-made-me-look-deeper-into-ml-5b0d0abc918d

Why Recruiters Value AI, ML, and Computer Vision Experience

https://medium.com/@nevilj22/why-recruiters-value-ai-ml-and-computer-vision-experience-and-how-freshers-can-compete-8d1a0e7bab68

Why Engineers Feel Difficult for the Life

https://medium.com/@nevilj22/why-engineers-feel-difficult-for-the-life-1bfeb7b4dd55


Experience

Organization Role Duration
Lehigh University × KGiSL Institute of Technology BIOE 396/496 Study Abroad Program Mar 2026
CMLI Vision-Language Intern Jun 2025 – Jul 2025

Achievements

• First Prize winner in multiple hackathons
• Best Team Award – National hackathon
• Finalist – National hackathon with 200+ teams
• AI traffic system approved for pilot deployment by Commissioner of Police


Problem Solving

Platforms

• LeetCode
• HackerRank

Practice Areas

• Arrays
• Strings
• Hash Maps
• Binary Search
• Sorting
• Recursion


LeetCode


Contribution Activity


Connect

Portfolio
https://nevil-jportfolio.vercel.app/

LinkedIn
https://www.linkedin.com/in/nevilj

Medium
https://medium.com/@nevilj22

Email
nevilj22@gmail.com


Pinned Loading

  1. AI-Based-Smart-Traffic-Management-System-with-Emergency-Vehicle-Prioritization AI-Based-Smart-Traffic-Management-System-with-Emergency-Vehicle-Prioritization Public

    Python 3

  2. eco-friendly-website-frontened eco-friendly-website-frontened Public

    HTML 1

  3. masking-tool-in-image- masking-tool-in-image- Public

    Python 1

  4. vehicle-detection- vehicle-detection- Public

    Python 1

  5. nasa-_-api-key nasa-_-api-key Public

    Python 1

  6. medical-analysis-app medical-analysis-app Public

    Python 1