Projects

All Projects

Wildfire Analytics Dashboard

Data Engineering

Interactive, real-time data dashboard which tracks and analyzes past and current wildfire incidents across Canada.

Python • Pandas • Orchestration • ETL Pipeline Deployment • BigQuery • Terraform • DBT • Data Visualization

MSc. Thesis - Multimodal Video Skimming

Msc. Thesis

Lightweight Video Trimming of low-information segments using machine learning.

Machine Learning • MSc. Thesis • Video Skimming • Video Processing

wallet Watch

Mobile Application

A simplified budget tracking application

Mobile • Android • Java • Google Cloud Platform

NYC Data Ingestion Pipeline

Data Engineering

Deployed data ingestion pipeline that preprocesses and ingests data from a data lake into a data warehouse.

ETL Pipelining • Data Ingestion • Preprocessing • Docker • Data Warehouse • Postgres

Movie Sentiment Analysis

Natural Language Processing

Sentiment Analysis with a Naive Bayes classifier from scratch, built with Flask and deployed in Docker

Python • Scikit-Learn • Model Deployment • Flask • Docker • Sentiment Analysis

Customer BEHAVIOUR Prediction

Machine Learning

Predicting customer retention using Supervised Learning

Scikit-Learn • Model Optimization • Data Preprocessing • Feature Selection

Speech to Code

Natural Language Processing

Web-based IDE featuring integrated voice-recognition that is adapted to the users accent through Transfer Learning.

TensorFlow • NLP • Transfer Learning

DETECTING AI GENERATED TEXT

Natural Language Processing

Extending the DetectGPT research to new dataset domains and enhancing algorithm transparency

Research • Deep Learning • NLP

AIRPLANE BOARDING SIMULATOR

Computer Modelling

Visualizing airplane boarding in a stochastic experiment

Computer Modelling • Data Visualization

Web-App portfolio

Full-Stack Application

A web-app using 10+ technologies including Angular, Sass, and Node

Angular • Firebase • Node • Express • CMS

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