Skip to main content
MH
Open to opportunities

Md Nayim Howlader

@mdnayimhowlader

Data Analyst at Sarte Fashion Ltd. who improved portfolio performance by 20% with forecasting models.

Bangladesh
Message

At Sarte Fashion Ltd., I designed, deployed, and optimized statistical and machine learning models for investment and demand forecasting, improving portfolio performance by 20%. I also created Python-based data cleaning and preprocessing pipelines that reduced processing time by 40% and improved data accuracy by 12%.

In my projects, I developed TraceVision, an AI-powered application for person re-identification and visual retrieval, and built customer churn and house price prediction systems. I’m studying Statistics at Dhaka College, University of Dhaka, and have hands-on experience with data analysis, statistical modeling, and machine learning.

Experience

Work history, roles, and key accomplishments

SL

Data Analyst

Sarte Fashion Ltd.

Feb 2024 - Dec 2025 (1 year 10 months)

Led the design, deployment, and optimization of statistical and machine learning models (GLM, Random Forest) to drive investment and demand forecasting strategies, improving portfolio performance by 20%. Architected Python-based automated data cleaning and preprocessing pipelines that reduced processing time by 40% and improved data accuracy by 12%.

Education

Degrees, certifications, and relevant coursework

Dhaka College, University of Dhaka logoDD

Dhaka College, University of Dhaka

Bachelor of Science (Honours), Statistics

Pursuing a Bachelor of Science (Honours) in Statistics with an expected graduation in 2026.

BD

BTEB, Dhaka

Diploma in Computer Office Application, Computer Office Application

Completed a Diploma in Computer Office Application.

IN

IBM Skills Network

Machine Learning for Healthcare Applications, Machine Learning

Completed a certification in Machine Learning for Healthcare Applications.

IN

IBM Skills Network

Machine Learning Basics, Machine Learning

Completed a certification in Machine Learning Basics.

IN

IBM Skills Network

Data Analysis with Python, Data Analysis

Completed a certification in Data Analysis with Python.

UD

Udemy

Machine Learning & Data Science for Beginners in Python, Machine Learning and Data Science

Completed a certification in Machine Learning & Data Science for Beginners in Python.

UD

Udemy

SQL: From Zero to Hero Unleash the Data Superpowers, SQL

Completed a certification in SQL: From Zero to Hero Unleash the Data Superpowers.

UD

Udemy

Learn MySQL from scratch for Data Science and Analytics, MySQL

Completed a certification in Learn MySQL from scratch for Data Science and Analytics.

UD

Udemy

Power BI DAX Mastery: Advanced Formulas and Data Analysis, Power BI

Completed a certification in Power BI DAX Mastery: Advanced Formulas and Data Analysis.

UD

Udemy

Statistics and Hypothesis Testing for Data Science, Statistics

Completed a certification in Statistics and Hypothesis Testing for Data Science.

UD

Udemy

Data Science: Python for Data Analysis Full Bootcamp, Data Science

Completed a certification in Data Science: Python for Data Analysis Full Bootcamp.

UD

Udemy

Complete Python and Machine Learning in Financial Analysis, Python and Machine Learning

Completed a certification in Complete Python and Machine Learning in Financial Analysis.

UD

Udemy

Hands On Python Data Science - Data Science Bootcamp, Data Science

Completed a certification in Hands On Python Data Science - Data Science Bootcamp.

IN

IBM Skills Network

IBM DevOps and Software Engineering Professional Certificate, DevOps and Software Engineering

Completed the IBM DevOps and Software Engineering Professional Certificate.

UN

UniAthena

Python for Data Science & Machine Learning (CR1526), Data Science and Machine Learning

Completed a certification in Python for Data Science and Machine Learning (CR1526).

UD

Udemy

Python for Data Science and Machine Learning, Data Science and Machine Learning

Completed a certification in Python for Data Science and Machine Learning.

IN

IBM Skills Network

Machine Learning with Python, Machine Learning

Completed a certification in Machine Learning with Python.

GA

Great Learning Academy

Python for Machine Learning and Data Science, Machine Learning and Data Science

Completed a certification in Python for Machine Learning and Data Science.

IN

IBM Skills Network

Data Analyst: Career Preparation, Data Analysis

Completed a certification in Data Analyst: Career Preparation.

IN

IBM Skills Network

Applied Data Science with Python, Data Science

Completed certifications in Applied Data Science with Python and Data Analyst: Career Preparation.

OS

Ostad

Data Science and Machine Learning with Python, Data Science and Machine Learning

Completed a certification in Data Science and Machine Learning with Python.

NS

Nandikathi Adarsha Secondary School

Secondary School Certificate, Science

Grade: GPA: 4.72

Completed Secondary School Certificate (SSC) in Science with a GPA of 4.72 in 2018.

GC

Govt. Nalchity College

Higher Secondary Certificate, Science

Grade: GPA: 4.50

Completed Higher Secondary Certificate (HSC) in Science with a GPA of 4.50 in 2020.

Interested in hiring Md Nayim?

You can contact Md Nayim and 90k+ other talented remote workers on Himalayas.

Message Md Nayim

People also viewed

View all talent

Get matched with your dream remote job

Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan