02

Work

Experience, selected projects, and the systems between them.

Seven-plus years across product learning, SaaS strategy, delivery, business intelligence, customer operations, and engineering, connected by practical problem solving.

Experience

Learning the system and improving it.

01
Sep 2025 - Present

Optimizely

Learning Designer, Customer Success

Own end-to-end learning for Optimizely CMS and Opal Developer, translating technical product change into structured customer, partner, and internal learning experiences.

Learning designCustomer educationProduct enablement
02
Jul 2023 - Jun 2025

Optimizely

Product Analyst, Product Strategy

Developed portfolio insight across product, engineering, finance, and customer data; established sunsetting and R&D-capitalization frameworks for strategic decisions.

Product strategyAnalyticsPortfolio operations
03
Sep 2022 - Jul 2023

WPP Production Bangladesh

Project Manager, Business Intelligence

Coordinated requirements, delivery, quality, and stakeholder alignment for PIMCO business-intelligence work across Japan and the United Kingdom.

Project deliveryPower BIClient partnership
04
Feb 2021 - Aug 2022

ShopUp

Customer Lifecycle & BI Specialist

Built performance insight across 60+ districts and 25+ categories, helping teams improve sourcing efficiency by approximately 15–25% per quarter.

Customer insightOperationsGrowth analytics
05
Apr 2018 - Apr 2020

British American Tobacco Bangladesh

Spares Officer, Production Engineering

Led analytics and process-improvement work for engineering spares and consumables, contributing to 35% lower inventory and 57% fewer inventory-duration days.

Engineering operationsProcess improvementAnalytics

Selected parallel work

Teaching & building

2025 - Present

Senior Instructor, Data Analytics

Design and deliver workplace-oriented learning in Excel, Power BI, SQL, Python, AI, and machine-learning fundamentals for 10 Minute School × SheSTEM.

Jun - Aug 2025

Project Manager & Product Owner

Scoped AI-enabled startup MVPs, defined product backlogs and acceptance criteria, and aligned clients, designers, engineers, and AI specialists at Ontik Technology.

Selected projects

Systems that moved work forward.

01

Product strategy

A cross-functional system for product sunsetting

Connected customer revenue, infrastructure cost, contracts, and roadmap context so end-of-life decisions could be made with a shared evidence base.

Outcome

A repeatable decision framework across Product, Engineering, Finance, Customer Success, and executive stakeholders.

Portfolio insightFramework designExecutive reporting
02

Finance × R&D

Making software-capitalization reporting auditable

Linked Jira delivery activity with finance and roadmap information to improve the consistency and traceability of R&D reporting.

Outcome

Stronger audit readiness and clearer connection between development effort, budget, and roadmap priorities.

JiraFinancial operationsData design
03

AI product delivery

From ambitious concepts to buildable MVP roadmaps

Turned early ideas for DUUXS and Dlicio into phased scopes, epics, user stories, acceptance criteria, dependencies, and delivery plans.

Outcome

Sharper prioritization around user value, technical complexity, cost, and the realities of an MVP.

Product ownershipAI agentsMVP strategy
04

Learning design

Practical data education for emerging professionals

Designed live, beginner-friendly analytics learning with lessons, datasets, exercises, assignments, and assessments for scholarship cohorts.

Outcome

Workplace-oriented pathways through Excel, statistics, Power BI, SQL, Python, visualization, AI, and ML fundamentals.

CurriculumLive instructionAssessment
05

Operational analytics

Reducing waste across supply and inventory systems

Used demand, sourcing, and consumption data to expose process gaps and direct practical improvements across commerce and manufacturing environments.

Outcome

15–25% quarterly sourcing-efficiency gains at ShopUp and contributions to 35% lower inventory at BAT Bangladesh.

Demand insightProcess improvementBI