01 / Strategy Intelligence Scientist · Dhaka

Hi, I'm 👋
Hadi Ahamed.

Senior Strategy Intelligence Scientist & Data Engineer ACI Limited

I turn messy enterprise data into the signal that drives boardroom decisions — building data platforms, forecasting models and decision-grade dashboards across pharma, agri, consumer, retail and logistics businesses.

See selected work Get in touch
02/Toolkit

A toolkit built for production-grade decisions.

From the raw warehouse layer to the executive dashboard — these are the tools, methods and frameworks I lean on day to day.

Data science & machine learning

Deep Learning Reinforcement Learning Python scikit-learn Statistical Modelling Predictive Analytics Time-Series Forecasting NLP

Data engineering & analytics

SQL Power BI Microsoft Excel Data Engineering Statistical Process Control KPI Design Dashboard Development ERP Systems

Business strategy & quality

Lean Six Sigma S&OP Planning Root Cause Analysis FMEA Process Optimisation Executive Reporting ISO 9001

Business acumen & commercial strategy

Sales Analytics Route to Market (RTM) Go-to-Market (GTM) Supply Chain Analytics Demand Planning Market Penetration Analysis Commercial Operations FMCG Strategy Trade Analytics Customer Segmentation
03/Selected work

Projects, built in the open.

Real, runnable data systems — every repo ships with tests, seeded benchmarks and honest baselines, and every number below is reproducible with a single command. Source on GitHub.

DEMAND.SENSE WAPE −44.7%
P / 01 — Forecasting

demand-sense — Demand Forecasting Engine

SKU-level forecasting with LightGBM: leakage-safe features, rolling-origin backtests and baselines that fight back. 38.4% WAPE vs 69.5% seasonal-naive on a 146K-row panel — a 44.7% relative improvement, reproducible with one command.

LightGBM Tweedie Backtesting Python
A B C
P / 02 — Causal ML

uplift-pricing — Promo Targeting

Causal uplift meta-learners (S/T/X) with Qini evaluation and profit-priced policies. Model targeting earns 2.9× the incremental profit of a blanket campaign on a simulated randomized trial.

Causal ML scikit-learn Qini
P / 03 — Streaming

stream-sentinel — Telemetry Anomalies

Online anomaly detection over 216K fleet telemetry readings: 100% fault recall, 78s median detection latency, 2.4M readings/s on one core — pure stdlib, zero dependencies.

CUSUM EWMA Streaming
View all on GitHub
04/Experience

A career built at the intersection of data & strategy.

From quality engineering and commercial operations to strategy intelligence — six years of compounding work.

DEC 2025 — PRESENT Now

Senior Strategy Intelligence Scientist

ACI Limited — Dhaka

Building analytics and visualization solutions that translate complex operational data into executive-level strategic decisions. Driving data-led initiatives across FMCG and consumer durables business units using Power BI, Python, and statistical modelling.

Strategy Analytics Power BI
OCT 2024 — DEC 2025

Specialist Engineer

Singer Bangladesh Ltd — Dhaka (Arçelik subsidiary)

Designed and maintained data pipelines for quality KPI monitoring across OQC/IPQC/IQC/FQC stages. Used Python and Power BI to surface defect trends, automate reporting to Arçelik central teams, and apply statistical process control to reduce fault rates.

Quality Lean Six Sigma Python Power BI
DEC 2023 — OCT 2024

Commercial Executive

Coca-Cola Icecek — Gulshan, Dhaka

Owned end-to-end sales data analysis for S&OP reporting — built dashboards tracking market penetration, equipment reliability, and customer satisfaction metrics. Translated raw commercial data into actionable insights that aligned marketing and supply chain planning.

Sales Analytics S&OP Excel
MAR 2021 — DEC 2023

Deputy Asst. Director → Asst. Director

Walton Hi-Tech Industries PLC — Gazipur

Applied statistical process control (SPC) and FMEA-driven data analysis to monitor assembly line quality across a high-volume manufacturing environment. Built Excel and Python-based reporting that cut daily fault tracking time and surfaced root causes for supplier corrective actions. Promoted to Asst. Director within 2 years 4 months.

QC Engineering FMEA SPC ISO 9001
AUG 2020 — FEB 2021

Management Trainee

ECHOTEX Limited — Gazipur

First exposure to operational analytics in a data-rich manufacturing environment. Tracked productivity metrics, identified efficiency bottlenecks through data, and built the cross-functional collaboration and analytical foundations that shaped the rest of my career.

Operations Process Improvement Project Management
05/Education

Academic Foundation

MAR 2026 — DEC 2027 In Progress

Master's Degree

University of Dhaka — Dhaka

M.S. in Artificial Intelligence and Data Engineering — curriculum covers Machine Learning, Deep Learning, Reinforcement Learning, Large Language Models, Data Mining & Warehousing, Systems for AI, and Ethical AI, alongside applied mathematics and statistics for data engineering.

Machine Learning Deep Learning Artificial Intelligence Reinforcement Learning Large Language Models Data Engineering Data Mining Ethical AI
JAN 2015 — MAR 2020

B. Sc. in Engineering

Shahjalal University of Science and Technology — Sylhet

B.Eng. in Industrial & Production Engineering (IPE) — specialized in quantitative modeling, stochastic processes, and data-driven systems engineering. Built a rigorous foundation in statistical analysis and operations research to simulate scenarios and optimize high-impact strategic outcomes.

Statistical Modeling Stochastic Optimization Systems Engineering Operations Research Predictive Analytics Strategic Optimization
05 / Contact

Let's build something decision-grade.

I'm always happy to talk shop — strategy data, ML in the enterprise, or your next interesting problem. Drop a line, I read every message.

Email me Book a call
Email
hadiahamed3340@gmail.com
Location
Dhaka, Bangladesh · GMT+6