Possess a blend of academic depth and practical experience making me adept at translating business requirements into ML problems. My work has primarily focused on machine learning, optimization, and operations research. My past experience spans various areas, including Long-term value prediction (LTV/CLV), churn prediction, next-purchase prediction, forecasting, causal inference, and media mix modeling - to name a few, with a specific emphasis on mathematical optimization. The combination of rigorous academic (PhD) and extensive industrial exposure equips me to tackle complex challenges and deliver impactful solutions all while fostering effective collaboration with product managers and stakeholders.