• Muhammad Hamza
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Full Stack and AI

Featured Projects

Focused on the experience, driven by the engineering.

All
Web
Python
Data Science
AI & ML

DocuMentor: RAG-Powered Interactive PDF Assistant

Public

Interactive PDF Assistant A system allowing users to input a PDF and pose questions, receiving precise, content-derived answers using RAG methodology.

  • Python
  • OpenAI
  • LangChain
  • Pinecone
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Cyber Brain: EEG Signals Based Thought to Text Translation

Public

Brain Computer Interface Developed a BCI system to help physically disabled people, enabling thought-to-text translation using EEG signals.

  • Python
  • EEG
  • TensorFlow
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Artistic Pattern Formation using Multi-Robot System

Public

Multi-Robot System Developed a system for multi-robot pattern formation on arbitrary target patterns with smooth, collision-free deployment.

  • ROS
  • Python
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Sentiment Analysis System for Movie Reviews

Public

Sentiment Analysis System A machine learning-based system to classify movie reviews as positive or negative, using scikit-learn and XGBoost.

  • Python
  • Scikit-learn
  • XGBoost
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Facial Recognition Based Attendance System

Public

Attendance System using Facial Recognition Developed a facial recognition-based attendance system using OpenCV and Haar Cascade algorithms.

  • OpenCV
  • Python
  • SQLite
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Neural Network Model to Predict Handwritten Digits

Public

Digit Recognition Model Built a neural network using Keras and TensorFlow to predict handwritten digits with high accuracy.

  • TensorFlow
  • Keras
  • Python
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Evilsgt-Image-Maps

Public

Image Mapping Project Created an image mapping application to classify satellite images using an active contour model.

  • Python
  • OpenCV
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Super Store Sales Dash App

Public

Sales Analytics Dashboard Developed a sales analysis dashboard using Dash for analyzing Superstore sales data.

  • Dash
  • Plotly
  • Python
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Streamlit-Web-App-Motor-Vehicle-Collisions

Public

NYC Motor Vehicle Collisions Dashboard Interactive web app displaying analytics on vehicular accidents in NYC using Streamlit and Python.

  • Python
  • Streamlit
  • NumPy
  • Pandas
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SMS-bot Django Admin Panel

Public

Django Admin Panel Built an admin panel to manage and monitor an SMS bot using Django.

  • Django
  • Bootstrap
  • SQLite
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Django Expense Tracker API

Public

Expense Tracking System Developed a full-stack expense tracker with Django backend and React frontend for managing expenses.

  • Django
  • React
  • PostgreSQL
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Data Gurus Market Data Management

Public

ETL Pipeline for Data Management Developed an ETL pipeline for parsing XML files and integrating them into Databricks using PySpark.

  • PySpark
  • Databricks
  • Python
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Two-Way Chat Application Using Socket Programming

Public

Python Chat Application Developed a two-way chat application using socket programming with user authentication.

  • Python
  • Socket Programming
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Digital Speedometer

Public

Digital Speed Measurement Device A hardware project designed to measure speed using IR sensors and digital logic design.

  • C++
  • Arduino
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Binder - Main Colors of Images

Public

Color Classification Tool Developed a tool to extract main colors from images, classify them, and save results to an Excel file.

  • Python
  • OpenCV
  • Pandas
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Facebook Data Scraper

Public

Facebook Data Scraper Scraped Facebook data using automation and stored user profiles, posts, and comments in CSV files.

  • Python
  • Selenium
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School Management System

Public

C++ School Management Application Created a comprehensive school management system using C++ with multiple features like attendance and grading.

  • C++
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Data Gurus Market Data Management

Public

ETL Pipeline for Data Management Developed an ETL pipeline for parsing XML files and integrating them into Databricks using PySpark.

  • PySpark
  • Databricks
  • Python
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Image Pattern Locator

Public

Pattern Locator in Images A Python-based tool to locate specific patterns in images and plot their coordinates.

  • Python
  • OpenCV
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Komix - Freelance Website

Public

Freelance Platform Developed a freelance website where users can offer and hire services, built using PHP, HTML, CSS, and SQL.

  • PHP
  • HTML5
  • CSS3
  • MySQL
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Support tickets template

Public

Support Tickets Management A Streamlit app that allows users to create, manage, and visualize support tickets.

  • Python
  • Streamlit
  • SQLite
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Expense Tracker Application

Public

Expense Tracker A full-stack expense tracker application with Django backend and React frontend.

  • Django
  • React
  • PostgreSQL
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