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Senior Data Scientist Energy Analytics Lead @Hanwha Energy USA
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WORK HISTORY
Senior Data Scientist Energy Analytics Lead @Hanwha Energy USA
Houston, TX, US
Leading a team delivering load forecasting and price formation solutions for wholesale power markets.• Driving AI/ML-powered price formation by integrating fundamental forecasts with behavioral market intelligence.• Extracting bidding and offering signals from 60-Day and 2-Day DAM/SCED disclosures to inform nodal LMP formation and relative value insights.• Designing Similar Day models resilient to extreme weather, regime shifts, and system stress across ERCOT zones.• Building Python-based visualization dashboards enabling fast, decision-focused analytical insights.• Developing asset valuation and dispatch frameworks to evaluate market scenarios and operational outcomes.
EDUCATION
University of Memphis
Bachelor's degree, Geology/Earth Science, General
University of Memphis
Doctor of Philosophy - PhD, Geophysics and Seismology
SKILLS
ABOUT BINIAM ASMEROM
I am a Seasoned Data Scientist with 10+ years of experience in ML, optimization, forecasting, and generative AI across the oil & gas value chain and energy systems. My expertise spans time-series analysis, scenario simulation, and mathematical optimization (MILP/convex) as well as physics-informed Generative AI for large-scale decision systems. I focus on designing models that are not only scientifically rigorous but also engineered for scalability, automation, and seamless integration into enterprise environments, enabling advanced AI research to translate into measurable business impact.
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