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Moniruzzaman RishadMR
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Moniruzzaman Rishad

@mzrishad

AI & ML Engineer building production machine learning systems that improve business outcomes through practical deployment.

Bangladesh
Message

What I'm looking for

I’m seeking fully remote AI & ML engineering roles where I can build and deploy production ML systems—especially Generative AI and LLM applications—using strong Python pipelines, data engineering, and real-world product integration.

I’m an AI & ML Engineer with 3+ years of production experience building and deploying machine learning systems that deliver measurable business impact. I increased garment factory output by 22% by engineering an ML-powered demand forecasting system, and I shipped a TensorFlow computer vision model achieving 88% accuracy and serving 5,000+ active users.

In my recent work, I’ve focused on Python-based ML pipelines, model deployment, and data engineering across manufacturing and real estate. I’ve automated raw material procurement planning 2–3 weeks in advance, eliminating last-minute supply shortages by surfacing order patterns for proactive purchasing decisions.

Now I’m hands-on with Generative AI and LLM application development, aiming to deliver real value through dependable systems—whether it’s ETL, feature engineering, or production-ready inference. I’m actively seeking fully remote roles in AI & ML engineering.

Experience

Work history, roles, and key accomplishments

LL
Current

Machine Learning Engineer

Lantabur Apparels Ltd.

Sep 2025 - Present (9 months)

Built an ML-powered demand forecasting system that increased monthly factory output 22% (18→22 tons) and automated raw material procurement planning 2–3 weeks ahead. Engineered production-data pipelines to eliminate post-deployment procurement delays and deployed an AI-assisted visual inspection system that reduced QA headcount 40% (5→3 inspectors).

AI

Machine Learning Engineer

Appliedvasta India

May 2023 - Aug 2025 (2 years 3 months)

Developed and deployed a TensorFlow deep learning floor plan image classification system from scratch, achieving 88% accuracy and serving 5,000+ active users. Improved data ingestion efficiency by 40% via Python ETL pipelines for large-scale geospatial datasets and delivered scoring/ranking models integrated into core web and Android products.

Education

Degrees, certifications, and relevant coursework

AA

Ahsanullah University of Science and Technology (AUST)

Bachelor of Science, Textile Engineering

2018 - 2023

Grade: CGPA: 3.62/4.00

Earned a B.Sc. in Textile Engineering (2018–2023), graduating with a CGPA of 3.62/4.00.

PC

Police Lines School and College

Higher Secondary Certificate (HSC), Science

2014 - 2016

Grade: GPA: 5.00/5.00

Completed Higher Secondary Certificate (HSC) in Science (2014–2016) with a GPA of 5.00/5.00.

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