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umeriqbal633/README.md

Hi there, I'm Umer Iqbal

Data Science Student | ML and Deep Learning Enthusiast | Full-Stack Web Developer
Building intelligent systems that solve real-world problems

About Me

  • Data Science student at FAST-NUCES, Islamabad
  • Passionate about Machine Learning, Deep Learning and AI
  • Also building Full-Stack Web Apps (backend + frontend)
  • Based in Islamabad, Pakistan
  • Reach me at iumer633@gmail.com

Tech Stack

Languages:

Python C++ TypeScript JavaScript HTML5

ML and AI:

scikit-learn Pandas NumPy Jupyter

Web and APIs:

FastAPI Streamlit Node.js

Featured Projects

Project Description Tech
AI Video Detector CNN Detects AI-generated vs real videos using EfficientNet-B4 Python, FastAPI, Streamlit
Route Ready Travel App Full-stack AI tour planner for Pakistan cities HTML, JS, Backend API
News Automation via RSS Automates news aggregation through custom RSS feeds TypeScript
Pakistan Road Accident Analysis EDA and predictive modeling on 50K accident records Python, Jupyter, SHAP
Swarm Robotics AI swarm of robots that follow leader movements Python
MLP Robot Navigation MLP trained for robot path classification Jupyter Notebook

GitHub Stats

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  1. Ai_Video_Detector_CNN Ai_Video_Detector_CNN Public

    A deep learning tool that detects whether a video is AI-generated or real using EfficientNet-B4, FastAPI, and Streamlit.

    Python

  2. news_Automation_using-RSS news_Automation_using-RSS Public

    Automates news aggregation and delivery using custom RSS feeds with TypeScript

    TypeScript

  3. Pakistan_Road_Accident_Analysis_50K_R0WS Pakistan_Road_Accident_Analysis_50K_R0WS Public

    EDA and accident severity prediction on 50K Pakistan road accident records using Python, SHAP, and ML

    Jupyter Notebook

  4. Route_Ready_Web_App_for-_Easy_Travel_in_Pakistan Route_Ready_Web_App_for-_Easy_Travel_in_Pakistan Public

    Full-stack AI travel planner for Pakistan — discover cities, build smart itineraries, and find hotels within your budget.

    HTML

  5. Swarm_Robotics Swarm_Robotics Public

    AI simulation of 5 two-wheeled robot cars using swarm intelligence — leader-follower coordination with emergent star formations.

    Python

  6. Training-an-MLP-Multilayer-Perceptron-for-robot-navigation-classification Training-an-MLP-Multilayer-Perceptron-for-robot-navigation-classification Public

    aMLP trained to classify robot navigation commands using sensor data — built with PyTorch and deployed with ROS2.

    Jupyter Notebook