Lead Ml Engineer
CurrentSpearheaded the development of innovative machine learning algorithms tailored to address challenges in areas such as recommendation systems, e-commerce, compliance, and risk data mining.Played a pivotal role in enhancing the company's business processes by integrating the Business Risk Integrated Control (BRIC) model, ensuring streamlined operations and optimized decision-making.Collaborated cross-functionally to understand domain-specific needs, translating them into efficient… Show more Spearheaded the development of innovative machine learning algorithms tailored to address challenges in areas such as recommendation systems, e-commerce, compliance, and risk data mining.Played a pivotal role in enhancing the company's business processes by integrating the Business Risk Integrated Control (BRIC) model, ensuring streamlined operations and optimized decision-making.Collaborated cross-functionally to understand domain-specific needs, translating them into efficient and scalable machine learning solutions, driving the company's digital transformation in the shipping industry.Recommendation Systems:Predicted shipping demand for optimal capacity & revenue.Improved port & warehouse efficiency by forecasting turnaround times.Enhanced supply chain transparency with real-time shipment visibility.Forecasted freight rates to guide financial institutions.e-Commerce:Set dynamic shipping prices and offered off-peak promotions.Identified prime warehouse sites using shipment and demographic data.Optimized packaging for cost & safety.Predicted e-commerce shipping revenue.Compliance - Payments:Upgraded AML & KYC monitoring, detecting anomalies and automating verifications.Automated payment reconciliation with invoice matching.Strengthened security with real-time monitoring & risk prediction.Risk Data Mining:Evaluated financial risks to foresee payment defaults.Gauged credit risks using company financials and trade trends.Anticipated liquidity challenges for shipping firms.BRIC:Predicted potential business risks using integrated data.Enhanced supply chain risk modeling with deep data insights.Formed hedging strategies for financial stability.Fine-tuned insurance plans based on operations & historical data. Show less