I am a dedicated Machine Learning PhD researcher with a passion for creating innovative AI solutions. My journey led me to specialize in transformer architectures, and I have successfully delivered projects with impressive accuracy metrics, contributing to meaningful applications in various domains.

Taminul Islam

I am a dedicated Machine Learning PhD researcher with a passion for creating innovative AI solutions. My journey led me to specialize in transformer architectures, and I have successfully delivered projects with impressive accuracy metrics, contributing to meaningful applications in various domains.

Available to hire

I am a dedicated Machine Learning PhD researcher with a passion for creating innovative AI solutions. My journey led me to specialize in transformer architectures, and I have successfully delivered projects with impressive accuracy metrics, contributing to meaningful applications in various domains.

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Experience Level

Expert
Expert
Expert
Expert

Work Experience

Research Assistant – AI/ML/Computer Vision at BASE Lab, SIUC
January 1, 2024 - November 12, 2025
Architected CarboFormer, a lightweight semantic segmentation model achieving significant accuracy and speed improvements for CO2 emission quantification. Co-developed GasTwinFormer for livestock methane detection with high segmentation accuracy and built WeedSwin hierarchical vision transformer for weed detection achieving high accuracy across a large dataset.
Executive at ServicEngineBPO Ltd.
November 30, 2023 - November 30, 2023
Analyzed system performance data for IT infrastructure optimization, built automated reporting dashboards leading to substantial improvements in system efficiency.
Research And Development Assistant at Quadque Technologies Ltd.
June 30, 2022 - June 30, 2022
Developed predictive analytics models for client applications, performed statistical analysis, and communicated insights through dashboards.
Undergraduate Research Assistant – Machine Learning at Daffodil International University
January 31, 2022 - January 31, 2022
Published multiple peer-reviewed papers on NLP and medical imaging, developed a breast cancer prediction model achieving high accuracy.
Executive at ServicEngineBPO Ltd.
November 1, 2023 - November 1, 2023
Analyzed system performance data to optimize IT infrastructure and built automated dashboards that improved operational efficiency significantly.
Research And Development Assistant at Quadque Technologies Ltd.
June 1, 2022 - June 1, 2022
Developed predictive analytics models and performed statistical analysis for various client applications, creating insights communicated via dashboards.
Undergraduate Research Assistant – Machine Learning at Daffodil International University
January 1, 2022 - January 1, 2022
Published papers on various topics and engineered models for breast cancer predictions, tweet classification, and disease detection.

Education

PhD in Computer Science at Southern Illinois University Carbondale
January 1, 2024 - November 12, 2025
BS in Computer Science and Engineering at Daffodil International University
January 1, 2018 - December 31, 2021
PhD in Computer Science at Southern Illinois University Carbondale
January 1, 2024 - November 12, 2025
BS in Computer Science and Engineering at Daffodil International University
January 1, 2018 - December 1, 2021

Qualifications

Add your qualifications or awards here.

Experience Level

Expert
Expert
Expert
Expert

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