Presentation
Portfolio
Offered services
Background
💡 Selected Experience:
Strategic Product & Delivery Leadership
Led the development of an AI-powered pothole detection system for Kolkata, managing a 20+ member cross-functional team across 8+ time zones. Drove structured planning, sprint execution, and on-time delivery through clear requirement translation and agile governance.
Analytics & Model Performance Optimization
Improved baseline mAP by 15% in a plastic waste detection initiative through iterative model evaluation and data strategy refinement.
AI-Enabled Business Solutions
Designed an NLP-based mental health chatbot leveraging RAG and LLM architectures, aligning model design with user experience and contextual accuracy goals.
Responsible & Explainable AI
Developed evaluation pipelines to enhance model traceability, transparency, and ethical compliance across projects.





