Key Projects & Portfolio

Showcasing technical expertise across AI/ML, mobile development, parallel computing, and web applications. Each project demonstrates innovative solutions and measurable results.

View Projects GitHub Profile
5

Featured Projects

Diverse portfolio

97.12%

Best Accuracy

Deepfake Detector

6+

Technologies

Python, TensorFlow, React

100%

Open Source

GitHub available

Key Projects

Deepfake Detector Web App

MSc Dissertation

Developed a Django-based web application to detect deepfakes in images using a combination of deep learning models (Custom CNN, DenseNet201, ResNet50). Achieved 97.12% accuracy and 0.9952 AUC on test data using the custom CNN.

97.12% accuracy Grad-CAM integration Real-time detection Model selection
Python TensorFlow Keras Django Grad-CAM Jupyter Pandas NumPy
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Doc Extractor

Final Year Project

Built an invoice data-extraction tool using LayoutLM (TensorFlow), Django backend, React frontend; converted scanned documents to JSON/XML with 92% accuracy.

92% accuracy Document processing JSON/XML output React frontend
LayoutLM TensorFlow Django React
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Euro Coin Detection App

Mobile Application

Developed a Flutter mobile app with YOLOv5 object detection to identify and sum Euro coins in images (78% accuracy).

78% accuracy Object detection Coin counting Mobile app
Flutter YOLOv5 Object Detection
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MPI vs. OpenMP Matrix Multiplication

Parallel Computing

Implemented and benchmarked parallel matrix multiplication in C++ using MPI and OpenMP within Docker containers; analyzed performance trade-offs.

Performance analysis Parallel computing Docker containers Benchmarking
C++ MPI OpenMP Docker
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GitHub Portfolio

Open Source

Active GitHub profile with multiple repositories showcasing Python automation, web scraping, testing frameworks, and various programming projects. Regular contributions to open source and personal projects.

Open source Code quality Version control Documentation
Git GitHub Python Automation
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Project Categories

AI & Machine Learning

Deepfake detection with 97.12% accuracy using custom CNN models. Advanced computer vision and deep learning applications.

TensorFlow Keras CNN YOLOv5

Mobile Development

Cross-platform mobile applications with object detection capabilities. Flutter-based solutions with real-time processing.

Flutter Dart Mobile Cross-platform

Parallel Computing

High-performance computing solutions using MPI and OpenMP. Performance analysis and optimization techniques.

C++ MPI OpenMP Docker

Technology Stack Used

Programming

Python, C++, JavaScript, Dart

AI/ML

TensorFlow, Keras, YOLOv5, CNN

Web Development

Django, React, HTML, CSS

DevOps

Docker, Git, GitHub, CI/CD

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