Half a decade turning dataand systems into software.

Present · Remote

• Contribute to full-stack feature development on the platform with React, Next.js, and TypeScript, building data-dense interfaces and the API routes and services behind them.
• Work with MySQL to query, shape, and maintain the application data that powers product features and the calculations they surface.
• Help manage cloud infrastructure as code with Terraform across AWS and Linode, keeping environments reproducible and version-controlled.
• Contribute to observability with Datadog: dashboards, metrics, logs, and alerting that help surface issues before they reach customers.
• Support cloud cost and reliability improvements, right-sizing resources and tidying up deployments.
• Follow secure development practices, taking part in code review and infrastructure hardening.
• Collaborate on performance optimization for data-dense views and API endpoints serving calculation-heavy product features.
• Contribute to release and deployment workflows, keeping staging and production environments aligned through IaC and CI pipelines.

• TypeScript
• React
• Next.js
• MySQL
• Terraform
• AWS
• Linode
• Datadog

Mar 2024 – Present · 2 yrs 5 mos · Victoria, BC · Remote

• Led an open-source business-process transformation, replacing proprietary tooling with self-hosted open-source systems for time tracking, project management, analysis, and reporting.
• Implemented and administered open-source time tracking and project management platforms, and built self-serve dashboards and analysis tools with Apache Superset for teams across the company.
• Lead transportation research and analysis on origin–destination travel datasets exceeding 1,000,000 trips, working from raw survey data through cleaning, weighting, and modeling to client-ready findings.
• Support the Transportation Tomorrow Survey (TTS), one of North America’s largest travel-demand surveys, along with other large-scale travel and mobility studies.
• Perform spatial and origin–destination analysis with PostGIS and GeoPandas, mapping trip patterns and travel demand across regions and time periods.
• Build and maintain survey applications with SurveyJS, designing complex, logic-driven questionnaires and the internal tooling around them.
• Develop cross-platform mobile apps in Flutter for offline-capable field data collection, with local storage and sync back to central databases.
• Engineer internal Python tools for automation, data cleaning, weighting, and analysis, turning multi-step manual workflows into repeatable pipelines.
• Administer PostGIS, PostgreSQL, and Access databases powering spatial and tabular analysis.
• Apply statistical weighting against census profiles and prepare deliverables across households, persons, and trips.
• Design and maintain internal documentation and runbooks for ETL, weighting, and Superset workflows so methodology survives staff turnover.
• Mentor junior analysts on Python, SQL, and spatial analysis patterns used across large studies.

• Python
• PostgreSQL
• PostGIS
• SurveyJS
• Superset
• Flutter
• GIS

Ongoing · Personal project

• Building a modular anti-drone system that fuses RF, acoustic, and optical sensors into a unified air picture with real-time tracking and threat scoring.
• Software-defined-radio front end with HackRF, RTL-SDR, and KrakenSDR for spectrum monitoring, RemoteID demodulation, and direction finding.
• On-camera YOLO + DeepSORT classification separating drones from birds and crewed aircraft, feeding a sensor-fusion engine with Kalman filtering.
• Edge-first C2 dashboard with geofenced alerting, audit logging, and offline-capable deployment on rugged field hardware.

• Python
• GNU Radio
• PyTorch
• YOLO
• MQTT
• PostGIS
• React
• deck.gl

Ongoing · Personal project

• Designing an analyst-grade OSINT platform with automated collection, entity resolution, link analysis, and geospatial timelines.
• Scheduled collectors and API integrations ingest social, news, forum, and public-record sources with deduplication and enrichment.
• Interactive link-analysis graphs and time-aware maps surface hidden connections and replay how situations developed.
• Keyword and geofence monitors with prioritized, deduplicated alerting for early warning.

• Python
• FastAPI
• PostgreSQL
• Neo4j
• Elasticsearch
• spaCy
• Leaflet

Ongoing · Personal project

• Built a platform that ingests and archives Global Affairs Canada travel advisories on a schedule, tracking how the risk level and regional advisories for every country change over time.
• Renders advisory history as an interactive map and time series, surfacing escalations and de-escalations at a glance across the globe.
• Correlates advisory changes with news and world events to explain why a country’s risk level moved, pairing automated collection with light natural-language processing.

• Python
• PostgreSQL
• PostGIS
• Leaflet
• NLP
• Time-series

Ongoing · Personal project

• Develop open-source AI tools, building applications on top of large language models and modern ML frameworks, from retrieval-augmented generation to agentic workflows.
• Focus on tools that support the Arctic and Canadian national sovereignty, combining AI with geospatial data and open-source intelligence for monitoring and situational awareness.
• Favor self-hosted, privacy-respecting models and infrastructure, keeping sensitive data under local control.

• Python
• LLMs
• RAG
• LangChain
• Ollama
• PyTorch

Present · Ottawa, ON

• Co-founded Stratloc, a geospatial and movement-intelligence company delivering high-fidelity tracking, behavioral analytics, and secure spatial intelligence for government, defense, security, and enterprise clients.
• Contribute to platform architecture and engineering, building out the analytics and intelligence tooling behind the product from the ground up.
• Help set company direction and strategy as a founding team member, from product priorities to team building.
• Operate under strict ethical and lawful-use guidelines, with responsible-use policies, use-case vetting, and privacy safeguards built into how the company handles sensitive tracking and intelligence capabilities.