PyTorch & Deep Learning | Python Developer
Developed a neural network in PyTorch to classify rice types. Implemented data preprocessing, model architecture, training loop, and evaluation metrics. Utilized GPU acceleration (CUDA) for efficient training.
View ProjectCreated a Python-based chatbot leveraging Google's Gemini AI model. Designed a clean user interface for seamless interaction. Demonstrated proficiency in API integration.
View ProjectImplemented an object detection pipeline to identify and locate cars in images. Involved data annotation, model selection, training, and visualization (bounding boxes).
View ProjectDeveloped a machine learning model to predict passenger survival on the Titanic dataset. Employed feature engineering, model training, and performance evaluation techniques.
View ProjectBuilt a CNN in PyTorch to classify animal faces (cats, dogs, wild animals) from the AFHQ dataset. Utilized data augmentation and preprocessing techniques. Optimized model performance for high accuracy.
View ProjectI developed PersonalityPulse, a PyTorch-based deep learning model that classifies introverts and extroverts using personality traits. Trained on Kaggle data with ~99% accuracy, it features a Streamlit dashboard for live predictions and uses permutation analysis for feature importance.
View ProjectUsing HTML, CSS, and JavaScript, I am designing a Tic-Tac-Toe game with variable AI difficulty levels that encourage user engagement.
View ProjectSep 2023 - Present
May 2023 - Sep 2023
When I'm not coding, you can probably find me at the football ground!