Projects

Selected work in ML, NLP, and distributed systems.

Multimodal Depression Analysis
Deep LearningNLP

Multimodal Depression Analysis

Real-time system recognizing depression by extracting features from facial expressions, EEG signals, and speech modules using multimodal deep learning. Supported by peer-reviewed research publications.

NLPFeature EngineeringSignal ProcessingPyTorch
View on GitHub
Stock Index & GDP Forecasting
Time SeriesEconometrics

Stock Index & GDP Forecasting

ARIMA model built with MATLAB's Econometrics Toolbox to forecast GDP and Stock Indexes of 10 countries with Python-based validation.

PythonMatlabARIMATime Series
View on GitHub
Business Location Recommendation System
Recommendation System

Business Location Recommendation System

Data analysis and visualization to find suitable business locations using Wikipedia data for Toronto, leveraging Folium mapping and web scraping.

Data AnalysisWeb ScrapingFoliumClustering
View on GitHub
Object Detection & Localization
Computer Vision

Object Detection & Localization

Implemented YOLOv3 trained on the COCO dataset for real-time object detection and localization on road scenes. Related to autonomous vehicle patents.

TensorFlowPyTorchOpenCVCUDAYOLOv3
View on GitHub
Medical Dashboard
Web AppDatabase

Medical Dashboard

Modern audit trail system for doctors providing an overview of medical history, prescriptions, and lab reports using MySQL and JavaScript.

MySQLJavaScriptJavaDatabase Design
View on GitHub
Trouvaille Campground Website
Full-Stack Web

Trouvaille Campground Website

Full-stack web application with user-friendly interface for seamless booking and exploration of camping destinations.

MongoDBNode.jsExpress.jsJavaScript
View on GitHub