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Abu Naim Prottay

@abunaimprottay

AI Engineer candidate at Arkay Knit & Dyeing Mills LTD, building a Bangladesh crime risk map with statistical analysis and Random Forest.

Bangladesh

Message

What I'm looking for

I'm seeking opportunities to grow as an AI Engineer by working on scalable and impactful AI solutions.

At Arkay Knit & Dyeing Mills LTD, I prepare and maintain MIS reports and manage data collection, validation, and reporting workflows to support management decisions.

For the AI-Powered Crime Intelligence System, I built a spatial crime risk map for Bangladesh using crime data scraped from online news portals. I combined statistical analysis and Random Forest feature importance into a composite risk score.

I'm also conducting statistical analysis for a Network Intrusion Detection System using NSL-KDD and CICIDS2017 datasets, and building staged modeling pipelines. My other projects include regression, churn prediction, and NLP classification systems.

Experience

Work history, roles, and key accomplishments

Current

MIS Officer

Current

Arkay Knit & Dyeing Mills LTD

Mar 2022 - Present (4 years 7 months)

Prepared and maintained MIS reports to support management decisions. Managed data collection, validation, and reporting workflows, and coordinated with teams to ensure operational data accuracy.

MIS Reporting Data Collection Data Validation Reporting Coordination

Production Reporter

Cotton Club LTD

Jan 2021 - Feb 2022 (1 year 1 month)

Analyzed production and operational data to track performance. Generated reports using Excel and Power BI, and identified trends and operational gaps through structured reporting.

Data Analysis Excel Power BI Reporting Trend Analysis