Sufiyan M.
Power Trading @ Shell Energy | MS DS & ML | SMU
- Role
- Trading Analyst - Shell Energy at Shell
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Sufiyan M.
I don’t just analyze data—I deliver results that matter. As a Data Scientist with expertise in machine learning, predictive modeling, and optimization, I’ve driven business transformation across industries like energy, aviation, and home services. My work doesn’t stay in spreadsheets; it translates into real-world outcomes.At Shell Tapup, I spearheaded an ML-driven route optimization project, cutting fuel consumption by 3% and reducing drive time by 11%, while automating key processes that recouped millions of dollars. My predictive models have slashed downtime, and my profitability analysis tools contributed to increases in targeted sales. Whether it\'s using SQL to streamline operations or developing time-series forecasting models, I consistently turn data into actionable strategies that improve efficiency and boost the bottom line.I thrive in fast-paced environments, adept at leveraging analytics to forecast market trends, detect inefficiencies, and optimize pricing strategies. My ability to adapt quickly has enabled me to tackle complex challenges in both startup settings and larger enterprises.If you need someone who can not only extract insights but also drive change, let’s connect—I’m ready to bring immediate value from day one.
Experience
Trading Analyst - Shell Energy
Nov 2024 — Present · Houston, TX, US
Education
University of Houston
Bachelor of Science - BS, Physics
Southern Methodist University
Master of Science - MS, Data Science & Machine Learning
University of Houston
Bachelor of Science - BS, Biology
Cornell University
Master of Engineering - MEng, Aerospace Engineering
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