Research Projects
Data science & ML research that powers production systems and business decisions.
Build + Research + Grow
Complete solutions combining engineering, ML, and marketing.
Software Engineering: Production applications with clean architecture, monitoring, and scalability.
Data Science Research: ML models, analytics, and optimization algorithms powering product intelligence.
Growth Marketing: Data-driven acquisition, funnel optimization, and user engagement strategies.
Multiclass Skin Lesion Classification
Automated 7-class classification on HAM1k. 88.7% accuracy.
Pneumonia Detection
Chest X-ray screening. 71.52% accuracy, 92.13% recall.
Worker Productivity Forecasting
Stacking ensemble for Bangladesh garment factories. 94.7% R².
Selected Work
End-to-end solutions: engineered, optimized through data science, and grown through marketing.
Smart Finance Platform
Engineered product with ML forecasting and data-driven operational analytics.
Product Intelligence Hub
Software platform with recommendation algorithms and growth analytics.
Growth Marketplace
Full-stack application with ML matching, dynamic pricing, and user acquisition funnel.
Analytics-First Platform
Engineering + content recommendations + audience growth strategy.
Intelligent Support Platform
Built system with ML categorization, routing, and customer retention analytics.