Moniruzzaman Rishad
@mzrishad
AI & ML Engineer building production machine learning systems that improve business outcomes through practical deployment.
What I'm looking for
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
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).
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
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.
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.
Availability
Location
Authorized to work in
Website
mzrishad.netlify.appPortfolio
mzrishad.netlify.appJob categories
Skills
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