Open to Leadership Roles

Turning Data into
Business Growth

Manager of Analytics | Data Science Professional. Expert in transforming raw complex data into strategic insights, predictive models, and operational efficiency.

5+
Years Experience
40+
Dashboards Built
15+
Projects Delivered
17+
Teams Trained

Professional Summary

Analytical and detail-oriented Data Analytics Professional with 5+ years of progressive experience at Chaldal PLC, growing from Jr. Data Analyst to Manager of Analytics. Expertise in SQL, statistical modeling, Python-based automation, and dashboard development. Proven ability to transform raw data into actionable insights that drive revenue growth and operational efficiency.

Featured Projects

Key data initiatives driving measurable business impact.

Dynamic Purchase Prediction Model
View Case Study

Dynamic Purchase Prediction Model

A machine learning model designed to predict daily inventory needs for 10-minute delivery hubs.

Python Scikit-Learn SQL Prophet
RFMPA Customer Segmentation
View Case Study

RFMPA Customer Segmentation

An advanced segmentation framework classifying 1M+ users based on purchasing behavior.

SQL PowerBI Statistics
Automated Vendor Scoring System
View Case Study

Automated Vendor Scoring System

A real-time scoring system to evaluate vendor performance based on multiple KPIs.

SQL Python Airflow

Latest Insights

Thoughts on analytics, leadership, and technology trends.

Technical
Nov 15, 2024 5 min read

Why SQL is Still King in the Age of AI

Despite the rise of LLMs and advanced ORMs, raw SQL remains the backbone of high-performance data analytics. Here is why.

Read Article
Case Study
Oct 02, 2024 8 min read

Optimizing Supply Chains with Predictive Analytics

A deep dive into how we reduced perishable waste by 15% using time-series forecasting models.

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Leadership
Sep 20, 2024 4 min read

Leading Cross-Functional Data Teams

Moving from an individual contributor to a manager requires a shift in mindset. Here are my top 3 learnings.

Read Article

Career Timeline

A journey through roles, impact, and growth.

Manager of Analytics Team

Chaldal PLC

Jul 2024 - Present
  • Architected daily purchase recommendation models optimizing inventory for 10-minute delivery promises.
  • Engineered supply chain prediction models to streamline logistics and reduce waste.
  • Directed a cross-functional analytics team, implementing agile workflows for faster insight delivery.
  • Spearheaded demand forecasting for high-traffic seasons (Ramadan & Eid), directly impacting stock availability.
  • Led customer behavioral analysis for telesales, increasing conversion rates through targeted data support.
Team Leadership Predictive Modeling Supply Chain Analytics Python

Sr Data Analyst

Chaldal PLC

Nov 2021 - Jul 2024
  • Developed comprehensive dashboards for product performance, seasonal trends, and retailer pricing strategies.
  • Automated workflows for Catalog & Profitability Control Room teams, reducing manual reporting hours by 40%.
  • Enhanced banner & offer-block tracking systems to ensure billing accuracy and supply chain synchronization.
  • Implemented vendor scoring and abnormal sales tracking algorithms to detect anomalies early.
  • Designed and deployed the RFMPA (Recency, Frequency, Monetary, Profit, Avg Basket) customer segmentation framework.
SQL Dashboarding RFMPA Process Automation

Jr Data Analyst

Chaldal PLC

Jun 2020 - Nov 2021
  • Maintained critical operational dashboards for multiple business units.
  • Conducted 17+ SQL training batches, upskilling non-technical teams across the company.
  • Built automated data pipelines to support corporate, HR, and customer service departments.
  • Created accessible reporting tools for non-technical stakeholders.
SQL Reporting Training Data Cleaning

Web Developer - Internship

ICT CARE

July 2019 - Jun 2020
  • Developed responsive client websites using the LAMP stack and WordPress.
  • Customized themes and optimized frontend performance for better user experience.
HTML/CSS PHP JavaScript WordPress

Technical Expertise

Core Technologies

SQL (Advanced)
Python (Pandas, NumPy)
Data Visualization
Statistical Analysis
PowerBI / Tableau
Excel (Advanced)
HTML / CSS / JS

Analytical Capabilities

Predictive Modeling
Customer Segmentation
RFM Analysis
Supply Chain Optimization
Forecasting
A/B Testing Concepts

Education

Jessore Polytechnic Institute

Diploma in Computer Engineering
2016 - 2020 GPA 3.53 / 4.00

Naldanga Bhushan Pilot High School

Secondary School Certificate (SSC)
2008 - 2016 GPA 4.72 / 5.00 | Business Studies

Certifications

Web Design & Development

ICT Care, Jashore

Comprehensive training in full-stack web technologies including HTML, CSS, Bootstrap, PHP, and JavaScript.