Generative Adversarial Network (GAN) on EMNIST dataset
Developed a GAN to generate handwritten digits using the EMNIST dataset. The model was trained to produce realistic digit images, showcasing the capabilities of generative models.
Python TensorFlow Keras NumPy
Reinforcement Learning for OpenAI Gym Pendulum
Implemented a reinforcement learning agent to balance a pendulum using OpenAI Gym. The agent learns to maximize rewards through trial and error, showcasing the principles of reinforcement learning.
Python TensorFlow Keras NumPy
MarketZero
AI-powered market analysis tool providing real-time insights, trend predictions, and competitor analysis.
Python API Calling Telegram Bot FastAPI Pandas
Full Stack - Fishing Game
Cross-platform mobile application providing accurate weather forecasts, severe weather alerts, location-based services, and beautiful animated weather visualizations.
HTML CSS JavaScript BCRYPT JWT MYSQL
Full Stack Website - collaboration with SMA
Developed a full-stack web application for a maritime company, integrating user authentication, real-time chat, and a RESTful API. The project emphasized best practices in code organization, security, and performance optimization.
HTML CSS JavaScript Node.js Express MYSQL
Personal Portfolio
Responsive portfolio website showcasing projects, skills, and experience. Features smooth animations, dark mode toggle, contact form, and optimized performance.
HTML5 CSS3 JavaScript
Convolutional Neural Network Model
Trained convolutional neural networks with customizable architectures, data augmentation, and hyperparameter tuning.
Python TensorFlow Keras NumPy
Natural Language Processing Model
Trained transformer-based models for various NLP tasks, including text classification, sentiment analysis, and named entity recognition.
Python TensorFlow Keras NumPy
Data Visualization Dashboard
Interactive dashboard for visualizing fitness data, including workout trends, progress tracking, and health metrics.
Plotly Data Wrangling API Calling