Hi, I’m
Jameel
I work where energy, mobility, economics, and data collide. That means modeling vehicle fleets, tracing battery supply chains, testing policy scenarios, and building financial models to figure out whether projects actually make economic sense. I like numbers — especially when I know where they came from.
Expertise
- Transportation Energy Modeling
- EV Market Analysis
- Vehicle Fleet Modeling
- Stock–Flow Modeling
- Fuel Economy & ZEV Policy
- Techno-Economic Analysis
- Project Finance
- Financial & Risk Modeling
- Monte Carlo Simulation
- Total Cost of Ownership
- Battery Technology & Chemistries
- Battery Supply Chains
- Critical Minerals
- EV Trade & Market Intelligence
- Energy & Transportation Policy
- Applied Data Science
- Machine Learning for Energy & Mobility
Off the clock
- Football
- Cooking
- Movies
- Gaming
- Squash
- Mythology
- Travel
- History
Recent work
Research that ends in a number
- 01
Who Pays for Virginia's Data Centres
Virginia will commit $1.32 billion a year by 2040 against data-centre load that never shows up. Getting the allocation right is worth roughly fifteen times more to households than forecasting the load perfectly ever could.
Cost Allocation & Rate Design · Electricity Demand
- 02Ongoing
Vehicle Efficiency Standards and Fleet Transformation in Kenya
Two strands of work behind Kenya's first vehicle efficiency standard: a stock–flow model of the light-duty fleet, and a published total-cost-of-ownership and market analysis of what it would take to make electric passenger cars affordable.
Clean Transportation Policy · Vehicle Efficiency
- 03
EV Efficiency Potential and California Fleet Impact
California's 2050 electric-vehicle electricity demand falls from 98.8 to 69.7 TWh under the best case tested — and barely half of that comes from making vehicles more efficient. The rest comes from not letting them get bigger.
Transport Modeling · Vehicle Efficiency
My stack
What I reach for
01 — Programming & Data
Python
SQL
MATLAB
R
pandas
NumPy
Jupyter
Git / GitHub
02 — Machine Learning & AI
scikit-learn
LightGBM
Claude Code
RAG
MCP
Agentic workflows
03 — Energy, Process & Financial Modeling
Aspen Plus
CHEMCAD
NREL SAM
FASTSim
Excel + VBA
H2FAST
04 — Data Visualization & Web Applications
Plotly
D3.js
Streamlit
React
JavaScript / TypeScript
HTML / CSS
Framer
Power BI