Proven AI Impact
Real-world case studies demonstrating measurable ROI across finance, healthcare, and logistics sectors.
Predictive Fraud Detection for Global Fintech
High false-positive rates in legacy rule-based systems causing customer friction and operational overhead.
Deployed custom transformer-based anomaly detection models to identify complex fraud patterns in sub-millisecond latency.
Automated Diagnostic Imaging for Oncology
Radiologist burnout due to high volume of routine scans and delayed diagnostic turnaround times.
Integrated computer vision pipelines to pre-screen scans, highlighting potential lesions for prioritized review.
Autonomous Supply Chain Optimization
Inefficient routing and inventory placement leading to excessive fuel consumption and delayed deliveries.
Built a multi-agent reinforcement learning system to optimize fleet routing and warehouse stock distribution.
Customer Sentiment & Churn Prediction
High customer attrition rates due to lack of personalized engagement and proactive support.
Implemented NLP-driven sentiment analysis to trigger automated retention workflows based on user behavior.
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