Nathan D'Souza

Machine Learning Engineer

CC Energy Limited•  July 2023 - September 2023

• Collaborated with Finance and Tech teams to develop an oil price forecasting and risk assessment ML model using PyTorch and scikit‑learn. • Introduced model evaluations using hyperparameter tuning via cross validation to optimize model performance. • Improved the model’s overall performance by 30% and enhanced its interpretability with interactive data visualizations.

Software Engineering Intern

CC Energy Limited•  July 2022 - September 2022

• Implemented an in‑production web application to handle cash flow projections for an oil field. • Accelerated statistical calculations by 80% using RAPIDS libraries for GPU processing • Deployed project on an internal network with continuous integration using GitHub Actions and Docker. • Technical Skills: Python, Flask, SQLite3, CUDF, Pandas, Numpy, Next.js and React Suite, Nginx, Software Development Life cycle, Git. • Soft Skills: Time Management, Communication, Presentation skills, Teamwork.