What I Do
Advanced Analytics & ML
Developing sophisticated machine learning models and analytics solutions that drive business value and innovation.
- Predictive Analytics
- Deep Learning & NLP
- Recommendation Systems
Business Intelligence
Transforming complex data into actionable insights through advanced visualization and interactive dashboards.
- Data Visualization
- Performance Analytics
- A/B Testing
AI & LLM Workflows
Building intelligent systems using modern AI tools and retrieval-augmented generation pipelines.
- LLM Integration
- Prompt Engineering
- RAG Pipelines
Skills & Expertise
Technical Skills
Core programming languages and frameworks
Analytics & ML
Advanced data analysis and machine learning expertise
Tools & Platforms
Professional tools and development platforms for workflow automation
Projects
Recommendation Engine
Led Bangladesh's first AI initiative in the OTT industry by deploying an in-house Recommendation Engine, personalizing experiences for 9M+ users and driving measurable increases in plays and watch time.
Machine Learning
Python
AWS
Recommendation Systems
9M+
Users Impacted
40%
Engagement Increase
Professional Experience
Lead BI Analyst
BongoBD, Bangladesh
Feb 2022 - Sep 2024
Transformed BongoBD's analytics culture by leading a BI team, driving data-driven decisions, and delivering measurable business impact for 9M+ users.
- Led and mentored the BI team, aligning strategies with C-level executives across 4+ departments for data-driven decision-making.
- Analyzed OTT and social platform data for 9M+ users, delivering actionable insights that shaped company strategy.
- Drove a 348% increase in plays and daily active users through A/B testing and user behavior analysis.
- Automated the reporting process by developing a custom solution to streamline data extraction and storage, reducing reliance on third-party tools and saving 80% annually in one of the operational costs.
Tech Stack
Python
Machine Learning
A/B Testing
Data Analysis
SQL
AWS
Digital Transformation Consultant
Farib Indec & Associates, Bangladesh
Apr 2021 - Jan 2022
Championed digital transformation, elevating marketing performance and operational agility for a leading Bangladeshi consultancy.
- Integrated advanced data-driven marketing, boosting online visibility by 200% and expanding market reach by 35%.
- Implemented automated performance tracking, enabling real-time monitoring and proactive decision-making across 3 departments.
- Secured new clients and positioned the company as a top-tier supplier, driving a 25% revenue increase.
- Cross-trained 15+ employees, improving team agility and performance with new tools.
Tech Stack
Data Analytics
Performance Tracking
Digital Marketing
Automation
AI Researcher
MindsLab, Malaysia
Jan 2021 - Mar 2021
Pioneered AI research in EEG data analysis, collaborating with academia to advance mental health diagnostics.
- Analyzed EEG data from children (ages 4–10) using MLP neural networks to extract actionable insights.
- Collaborated with 6 university professors on EEG research for mental health disorders.
- Diagnosed ADHD and bipolar disorder with machine learning, achieving 95% model accuracy.
- Tested prototypes and final products on 100+ users, refining solutions for real-world impact.
Tech Stack
Neural Networks
Machine Learning
Research
Data Analysis
Jr. Data Scientist
Maybank, Malaysia
Feb 2020 - Dec 2020
Delivered advanced analytics and real-time dashboards for Maybank, empowering data-driven decisions for millions of customers.
- Developed real-time interactive dashboards with Python's Plotly and Dash, streamlining reporting for 22M+ customers in 20+ countries.
- Conducted competitive analysis for 4+ regional banks, identifying digital trends impacting 10M+ app users.
- Analyzed 50+ TB of credit and debit card data, delivering predictive insights for strategic decisions across teams.
- Communicated complex ML concepts and cost-benefit analyses to non-technical stakeholders.
Tech Stack
Python
Plotly
Dash
Data Analysis
Education
Master of Science in Analytics & Systems
CurrentUNIVERSITY OF BRIDGEPORT
Connecticut, United States
GPA
4.00/4.00
Major
Business Analytics
Year
2024 – 2025
Thesis: Prediction of S&P 500 using Sentiment & Artificial Neural Network
Bachelor of Science in Computer Science
CompletedINTERNATIONAL ISLAMIC UNIVERSITY MALAYSIA
Kuala Lumpur, Malaysia
GPA
3.11/4.00
Major
Data Science
Year
2016 – 2020
Thesis: Sentiment Analysis of Children's Book using Deep Learning (LSTM, CNN). (2019)