I’m an Industrial Engineering Ph.D and a research software engineer interested building high-performance, reproducible, and open-source tools to accelerate applied research. Most of my work focuses on geospatial data science, simulation modeling, and machine learning for risk and resilience
My current focus is on the development of the Canadian Open Energy Model (CANOE) as a postdoc at the University of Toronto. I was recently part of the Behavior and Advanced Mobility Group at the U.S. National Laboratory of the Rockies (NLR). NLR projects are tagged with a ⚡
Tags
- 🌍 Geospatial Applications
- 📖 Research and Prototypes
- 🧠 Machine Learning
- 📟 Simulation
- 🌐 Web technologies
- 🎨 Interactive visualization
ems-ny-simopt [🌍 📟 📖] - Real-time optimization and simulation framework for ambulance relocation based on New York City.
routee-compass [⚡ 🌍 📖] - Rust-based energy-aware routing engine.
bambam [⚡ 🌍 📖] - Behavior and Advanced Mobility Big Access Model, built on top of routee-compass.
junaeb-visualization [🌍 🌐 🎨] - Interactive D3.js + GIS visualization of food delivery strategies
U-Prithvi Flood Mapping [🌍 📖 🧠] - Fusion machine learning model for satellite-based flood detection
DEMOS [⚡ 📟] - Demographic micro-simulator
arctic-keyboard Custom split keyboard design and CAD files.
Core Languages
- Primary: 🐍 Python • 🦀 Rust
- Experienced: 📜 TypeScript / JavaScript
- Familiar / Interested in Learning: 💻 C++ • ☕ Java
Data Engineering & ML
🔥 Tensorflow/PyTorch • 📦 XGBoost • 📊 Pandas • 🐻❄️ Polars • 🦆 DuckDB • 🪶 PyArrow/Parquet • 🗂️ xarray
Geospatial
🧩 GeoPandas • 📐 Shapely • 🧭 H3 • 🗺️ GDAL • 🛰️ Rasterio • 🌍 Overture Maps
HPC & Infrastructure
🐳 Docker • 🔗 AWS / GCP • ⛓️ GitHub Actions CI/CD
Other Tools & Frameworks
⚛️ React • 🖥️ FastAPI • 🐘 PostgreSQL