Python Full Stack Developer

Heart Disease Prediction System (Pthon Full Stack) [Final Year Project]

• Developed a machine learning model using SVM, Random Forest, and TabNet to predict heart disease risk based on clinical factors.
• Identified high-risk patients for early intervention, achieving 92% accuracy, meeting industry standards.
• Enabled targeted healthcare interventions, saving millions in costs and reducing hundreds of hours of manual analysis for doctors.
• Utilized the Cleveland Heart Disease Dataset for training and validation, ensuring reliable and data-driven outcomes.
• Led a 4-member team and coordinated team tasks, ensured timely delivery, and facilitated effective communication among team members.

Skills Utilized:

Machine Learning Python Scikit-learn Pandas NumPy MatPlotLib PyPlot GitHub

Converse AI (Pthon Full Stack) [Live_Link]

• Secure, AI-Driven Web Application: Engineered Converse AI, a robust web application using Django and Google's Gemini Flash-1.5 API, with strict access control for authenticated users only.
• Comprehensive User Authentication & Management: Implemented secure login, logout, and signup functionalities, leveraging Django's authentication system and state management to ensure seamless user experience.
• Dynamic AI Chatbot Integration: Integrated Google's Gemini AI to deliver interactive chatbot functionality, enhancing user engagement and providing intelligent responses, processed into markdown for clean HTML display.
• Efficient Data Management with MySQL: Developed and utilized a MySQL database for comprehensive CRUD operations, ensuring efficient storage and retrieval of user registration and contact information.
• Responsive User Interface Design: Designed and implemented a modern, responsive user interface using HTML5, CSS3, and Bootstrap5, optimizing the application for diverse devices and enhancing overall user experience.
• Live Application Deployment: Successfully deployed the Converse AI application on PythonAnywhere, ensuring continuous live access and demonstrating proficiency in web application deployment.

Skills Utilized:

Django Generic Views Python HTML5 CSS3 Bootstrap5 MySQL Gemini AI Github

2D Game (Unity) [Repository_Link]

• Created a 2D Platformer: Built a multi-level game inspired by Super Mario, showcasing core game development skills.
• Designed Diverse Game Elements: Implemented various scenes, characters, collectibles, traps, backgrounds, and animations.
• Utilized Unity Engine: Employed Unity software as the primary development tool for game creation.
• Integrated External Assets: Incorporated 2D models and sprites from Sketchfab to enhance the game's visuals.
• Programmed Game Logic in C#: Wrote C# scripts to manage game mechanics and interactions, and used GitHub for version control.

Skills Utilized:

Unity Sketchfab C# GitHub

Animated Solar System (Blender)

• 3D Solar System Visualization: Created a detailed 3D model of the solar system using Blender, showcasing proficiency in 3D modeling and animation.
• Accurate Planetary Representation: Modeled planets with attention to scale and detail, demonstrating an understanding of astronomical concepts.
• Realistic Texturing with NASA Data: Applied high-resolution textures sourced from NASA's solar system imagery [@copyright-free], enhancing the realism and scientific accuracy of the visualization.
• Realistic Lighting and Atmospheric Effects: Implemented sophisticated lighting and atmospheric effects to create a visually compelling and immersive representation of space.
• Dynamic Orbital Animation: Animated planetary orbits to accurately depict the solar system's motion and dynamics.
• Blender Proficiency: Utilized Blender's various tools and features for modeling, texturing, animation, and rendering, demonstrating a strong command of the software.

Skills Utilized:

Blender Animation Sketchfab Modeling Lighting Texturing Rendering