SOFTWARE • GEOSPATIAL • DATA
I build at the intersection of software, geospatial technology, machine learning, and data.
About
I'm a Computing and GIS student and University of Toronto Geography graduate building skills across software, geospatial technology, machine learning, and data. My experience includes Python, spatial analysis, data analytics, and applied AI, with a growing focus on software engineering and building practical, data-driven solutions.
Experience
AI-Powered Document Insights & Data Extraction Extern
Built AI pipelines to process pharmaceutical vendor documents via OCR and a RAG-based classification system, tuned through chunk sizing and open-source LLMs, alongside a chatbot interface for natural-language document search.
Machine Learning Engineer
Built a reproducible ML pipeline across a 79-million-row search dataset, training and benchmarking classification models against rule-based baselines with client-level holdout validation to prevent data leakage.
Client Support Assistant — Embrave: Agency to End Violence
Prepared case notes, intake and discharge documentation, and administrative records, coordinating with external agencies and community partners under strict documentation deadlines.
Data Analytics Project Intern, Climate Technology
Developed flood-risk visualization tools and translated complex climate projections into clear, stakeholder-facing dashboards.
Research Assistant
Reviewed literature and analyzed reference materials and academic reports under the supervision of Dr. Austin Mardon, FRSC.
Projects
Machine Learning · Data
A reproducible pipeline benchmarking classification models against rule-based baselines across a 79M-row search dataset, with client-level holdout validation to prevent leakage.
GIS · Remote Sensing
A geospatial workflow modeling flood exposure from elevation and climate projection data, rendered as an interactive risk dashboard for stakeholders.
GIS · Data · Software
A web dashboard for exploring geospatial datasets with dynamic map layers, attribute filtering, and live query results.
Machine Learning · Software · Research
An OCR and RAG pipeline that splits, classifies, and routes vendor documents, paired with a retrieval chatbot for natural-language document search.
GIS · Software
A browser-based mapping application for publishing and querying spatial layers, built on open geospatial standards.
Remote Sensing · Data · Research
A multi-temporal satellite imagery analysis identifying land-cover change through spectral index comparison.
Education
2026 — PRESENT
Thompson Rivers University
Bachelor of Computing Science
2026 — 2027
Centre of Geographic Sciences (COGS), NSCC
Graduate Certificate — Geographic Information Systems
COMPLETED 2026
University of Toronto
Honours Bachelor of Arts — Geography
2021 — 2023
Queen's University
Previous Undergraduate Studies
Capabilities
Programming
Geospatial
Software / Data
AI
Contact
Interested in software, geospatial technology, Earth observation, and data-driven systems.