Projects
List of my projects from the most recent to the oldest.
BERT From Scratch & Emotion classification
Re-implemented BERT from scratch. And fine-tuned a pre-trained BERT model for emotion classification. Deployed it using Streamlit.
MachineLearning NLP Pytorch Python Streamlit
Zipformer-like Architectures & Ensemble Models for ASR
Developed Zipformer-like architectures with FBK's Early Conformer model for Automatic Speech Recognition. Researched & Experimented with Ensemble models.
MachineLearning ASR Pytorch Python
Referee Action Recognition
Deployed a volleyball referee hand signal detection and classification model with Streamlit, using OpenCV, MediaPipe, Pytorch, LSTMs/CNNs and a custom made dataset.
ComputerVision MachineLearning OpenCV Mediapipe Python Pytorch Streamlit
Video Game Match Prediction
Machine Learning prediction model for forecasting the outcomes of League of Legends matches after 10 minutes of gameplay. Deployed it using Flask.
MachineLearning Python Flask HTML CSS JavaScript
Portfolio Website
Personal portfolio website built using an Astro template. Hosted on GitHub Pages.
Astro HTML CSS JavaScript