Projects

Things we've built.

Client projects, competition submissions, academic work, and passion builds.

Core Landscape Products

Lead sourcing, data enrichment, Shopify edits, and database cleanup

Client Work
Core Landscape Products
Core Landscape Products lead generation flow
Core Landscape Products Shopify storefront

A lead generation system that gathers leads via the Google Places API, then enriches them with missing fields like company domains and industries to meet CRM requirements. Other work includes Shopify storefront edits in Liquid, and a cleanup of their shipping database to reformat the schema for better storage.

Lead Generation Data Enrichment Google Places API Python Shopify Liquid Database Schema Client Work

ReDock

AI-agent network for drug repurposing and cancer drug discovery

UBC BizTech ProduHacks
Best Use of Google Gemini AI Best AI One-Shot of PRD
ReDock web UI
ReDock dashboard ReDock breast cancer analysis ReDock initial report ReDock advisory report

An AI-agent network for drug repurposing and cancer drug discovery. The system identifies protein targets and simulates molecular docking to predict binding poses, helping researchers explore treatment options faster.

AI Agents Google Gemini Drug Discovery Molecular Docking Hackathon

IRIS

Computer vision interface for patients with Locked-in Syndrome

UVic Hacks STARTUP
1st Place People's Choice Award
IRIS home page
IRIS interface

A computer vision interface that translates eye blinks into Morse code, then into text. It gives patients with Locked-in Syndrome (LiS) a way to communicate using only their eyes.

Computer Vision Accessibility Real-Time Healthcare Hackathon

Rooted

Image-analysis tool helping businesses reduce food waste

UVic Hacks INSPIRE
3rd Place
Rooted home screen
Rooted login screen Rooted scanner Rooted successful scan Rooted dashboard

An image-analysis tool that helps businesses reduce food waste. Staff scan produce to get freshness scores and expected shelf-life, so they can prioritize stock and cut spoilage before it hits the bin.

Computer Vision Food Waste Sustainability Image Analysis Hackathon

PulseMind

An AI health coach that calls you, powered by your wearable data

Personal Project
PulseMind dashboard
PulseMind login

PulseMind takes data from your wearable device and turns it into health guidance. An AI coach calls you with insights, check-ins, and recommendations based on your live biometrics.

Wearables Voice AI Health Tech Personal Project

Trading Strategy Simulator

LSTM-smoothed moving-average crossover signals for SPY

Personal Project
LSTM backtest results
LSTM validation predictions LSTM learning curve Permutation feature importance

Uses an LSTM to generate a one-day-ahead trading signal for SPY, then backtests it against buy-and-hold. The base strategy is a moving-average crossover that racks up many small losing trades in choppy markets. Smoothing the signal with the model cut trade count roughly in half and doubled the strategy's return versus the raw signal. It still trailed plain buy-and-hold over the bull-market window tested.

LSTM Quant Backtesting Time Series School Project

PGHD Dashboard

Interactive React dashboard for patient-generated health data

Personal Project
PGHD dashboard overview
Blood pressure chart Activity graph Food chart Back pain graph

A React web dashboard for patient-generated health data. It shows metrics like blood pressure, glucose, sleep, activity, and symptoms through interactive charts, with separate views for patients, physicians, and administrators. A Python script generates synthetic patient data to populate the dashboard for testing and demos.

React Data Visualization Health Tech Dashboard School Project