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I help organizations design better learning & assessment systems through instructional design, competency frameworks, quality governance, and applied AI workflows. With experience across assessment technology and professional learning, I create structured approaches for curriculum design, evaluation, knowledge management, and process improvement that make complex systems clearer, more consistent.
Kolkata, India
Fluent in Hindi and English