Back home

Portfolio

All Projects

A complete collection of projects spanning product strategy, AI innovation, and user-centered design.

Spotlight

Research Featured

How 759,000 Students Use AI to Learn

A behavioral analysis of 759,000 AI tutoring sessions across 213,000 students in Bangladesh.

Behavioral Analytics LLM Classification Data Science

View project

EdTech AI Featured

AI Teacher for Bangladesh

Curriculum-aligned AI teacher scaling to 200K+ students with behavioral analytics across rural and urban demographics.

LLMs RAG Framework Bangla NLP

View project

Product & Growth Strategy

2 projects

Activation, monetization, and business-critical systems.

Shikho Payments Featured

Installment Plan System

Flexible installment-based course purchasing that expanded access to education for students who could not pay upfront.

Product Strategy Fintech CMS Design

View project

Product Management Featured

Quick Start Activation Flow

Redesigned Shikho's post-signup home experience to surface lessons and quizzes immediately, reducing early drop-off and improving new-user activation.

Mobile UX Data Analysis A/B Testing

View project

UX & Design

2 projects

Interaction models that make complex products feel simple.

Video Download

Secure Video Downloads

Built a secure offline video download system for Shikho so students in low-connectivity regions could keep learning without exposing premium content to piracy.

Product Management Security UX Design

View project

UX Revamp V1

Curriculum Discovery Redesign

Reworked Shikho's course interface from carousel cards to a list-and-quarter-tab structure so learners could discover lessons faster and navigate large programs with less friction.

Product Management UX Design User Research

View project

Data & Infrastructure

2 projects

The unglamorous foundations — pipelines, attribution, internal tools.

Data Infrastructure Featured

Ads Pipeline Implementation

End-to-end ads data pipeline and mobile attribution system that unified Facebook Ads, Google Ads, and in-app event tracking into a single BI layer for campaign optimization.

ETL Pipelines Mobile Attribution Data Infrastructure

View project

Shikho CRM Featured

In-House CRM Transformation

Led the shift from a third-party CRM to a custom in-house sales platform for Shikho's 200-agent telesales team, improving data access, customization, and cost control.

In-House System AWS Infrastructure Data Lake Solutions

View project