Experience
Graduate Student Researcher
Carnegie Mellon University, Machine Learning Department
Aug 2024 – Present (Research for Credits)
- Integrated Geo-FNO into PDE solvers, achieving 2.7x lower error on irregular geometries.
- Automated dataset generation with OpenFOAM, producing over 2,500 samples.
- Learn More About This Project
Data Science Intern
O-I Glass, Pittsburgh
May 2024 – Aug 2024
- Reduced processing time by 90% by converting Excel models to Python workflows.
- Designed an end-to-end data pipeline using Azure ML, SAP HANA, and Databricks, saving over 300+ hours annually.
- Developed CO2 emission projection tools, assisting executives in sustainability planning.
Energy Analyst
ICF Consulting, Delhi
Nov 2021 – Jun 2023
- Built energy models reducing India’s import bill by $20B and CO2 emissions by 60 MTPA.
- Delivered over 10 client assignments, focusing on hydrogen adoption and energy transition strategies.
- Received the ‘Bronze Award’ for contributions to a critical project.
Skills Summary
| Category | Skills |
|---|---|
| Languages | Python, C++, SQL, LaTeX, Julia |
| Machine Learning | Scikit-learn, TensorFlow, PyTorch, CUDA, Azure ML, OpenFOAM |
| NLP | Hugging Face Transformers, LangChain, Generative AI, Retrieval-Augmented Generation |
| Data Visualization | PowerBI, Streamlit |
| Cloud Platforms | AWS, GCP, Databricks |
| Other Tools | Excel, PowerPoint, wandb |