Data Scientist | AI Architect | Project Strategist | STEM Educator | Statistician
With a blend of mathematics, data science, statistics and project management, I transform chaotic datasets into smart, scalable systems. Iโm passionate about creating tech that thinks, teaches that inspires, and systems that deliver.
- RenewGrid โ Forecasting & optimizing battery, solar, and wind storage
- Microgrid Simulator โ Simulates critical-load coverage under outages with batteries, generators, DER, and load-shedding logic
- Power Grid Attack/Failure Robustness Toolkit โ A reusable toolkit that loads a grid graph and runs targeted node removal, islanding impacts, random failures and recovery strategies
- Battery Degradation + Cycling Cost Model for Dispatch Optimization โ A model that converts cycling patterns into degradation cost (approx) and optimizes dispatch to minimize blackout risk + cycling cost.
- Forecasting & Anomaly Detection for Load / Generation / SoC โ A forecasting suite for energy time series (load, PV, wind, SoC), plus anomaly detection to flag sensor/operational issues.
- Interconnection Process Mining & Bottleneck Analyzer โ Model the interconnection process as an event log and analyze cycle time, rework loops, and queue delays.
Languages: Python, R, SQL
ML/AI: XGBoost, LightGBM, TensorFlow, PyTorch, Prophet, SHAP
Tools: Docker, Streamlit, FastAPI, Airflow, Power BI, GitHub Actions
Data Viz: matplotlib, seaborn, Plotly, Tableau, Altair
Clouds: AWS, Azure, GCP
Other: Excel (yes, still a powerhouse!)
- I mix mathematical elegance with real-world chaos
- I love visualizing time series almost as much as forecasting them
- My dashboards donโt just inform โ they influence decisions
- I enjoy cranking out statistical anaylsis for student research projects
Want to collaborate, chat, or explore a wild new AI idea?
Reach out via LinkedIn
Or drop into one of my projects โ the PRs are always warm.
โWhen in doubt, forecast it. Then explain it with SHAP.โ
Feel free to explore my repos, ask questions, or connect with me on projects or collabs. Whether itโs powering the future, decoding crypto, or mentoring the next gen โ Iโm always up for a great conversation.
โSolving real problems with real data โ and having real fun along the way.โ
Thanks for stopping by!