Shaping the future through data.
Extreme Heatwave Storylines with Differentiable Climate Models
MSc thesis research extending a published storyline framework: gradient-based optimization of atmospheric initial conditions in NeuralGCM (JAX) to study extreme heatwaves, with lead-time experiments on the August 2025 St. John's heatwave and a multi-event atlas across Köppen climate zones.
March 2026 - Present
GitHub
AI Adaptive Training Platform
AI-powered adaptive training platform built at CAIR for an industry client: LLM-driven content generation with versioned prompts, an authoring studio with a question bank for subject-matter experts, and difficulty that progresses from beginner to advanced.
2026 - Present
CAIR
RIS Policy Chatbot and Ticketing System
Two internal tools built at CAIR for Memorial's Research Initiatives & Services team: an LLM chatbot answering questions grounded in university policies and procedures, and a ticketing web app, both refactored onto a shared core and deployed to university VMs.
2026
CAIR
Demo App: Fine-tuned Code Completion LLM
An intelligent code completion system that uses the Salesforce CodeGen model with PEFT/LoRA fine-tuning to provide context-aware code suggestions.
April 2025
GitHub
Regression Analysis of the Automobile MPG Dataset
Deep statistical dive into the Automobile MPG Dataset to uncover fuel efficiency secrets.
December 2024
Report
Los Angeles Airbnb Listings Exploratory Analysis
Explore the trends, pricing, and hidden gems of Los Angeles' Airbnb scene-discover what makes a listing shine!
December 2024
GitHub
Non-invasive Heart Disease Prediction
Predict heart disease using machine learning for early detection and better health outcomes.
November 2024
Post
Real-Time Fault Detection in Induction Motors Using CNNs and CWT Analysis
A stepping stone in motor maintenance with real-time fault detection using CNNs and CWT analysis.
Jan 2021 - Sep 2021
Post