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Ahmed Mostakim Fahim

@ahmedmostakimfahim

AI Researcher & ML Engineer | Published Author IEEE · Springer · Elsevier | Computer Vision · Time-Series · Multimodal AI · Power Systems | Remote AOE

Bangladesh

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What I'm looking for

Looking for a remote ML or AI engineering role where I can move from research into industry.

I am Ahmed Mostakim Fahim. A Graduate Student Researcher in Computer Science. I focus on building high-performing and explainable ML systems that hold up in production. Not just on paper. Trustworthy AI sits at the core of how I design systems. Operational transparency and inference efficiency are treated as requirements from day one. Not afterthoughts. I integrate gradient-based methods like Integrated Gradients, Grad-CAM, and Grad-CAM++ from the ground up. On the computer vision side, I have built XAI pipelines using ViT, 3D ResNet-18, EfficientNet, and Xception. These pipelines reach up to 99% accuracy on medical imaging benchmarks while keeping every decision interpretable. So far I have authored 5 IEEE and Springer indexed papers. Three published, one presented, one accepted. A paper accepted at Elsevier is currently in production. My thesis work has been submitted to EAAI journal.

Experience

Work history, roles, and key accomplishments

Current

Graduate Student Researcher

Current

American International University-Bangladesh

Oct 2024 - Present (1 year 8 months)

Researcher in ML and XAI with 5 papers across IEEE, Elsevier, and Springer. I build explainable deep learning systems spanning computer vision, time-series forecasting, NLP, and multimodal learning. Three published, one presented, one accepted. Elsevier paper in production. Thesis submitted to EAAI journal.

Grad CAM Grad CAM++Computer Vision Architectures (ViT 3D ResNet 18 Transformers Xception

Education

Degrees, certifications, and relevant coursework

American International University–Bangladesh (AIUB)

Master of Science in Computer Science, Computer Science

2024 -

Grade: 3.65/4.00

Activities and societies: Relevant coursework: Data Structures, Data Mining, Artificial Intelligence, Big Data, Data Visualization, Database Management, Image Processing, Computer Architecture. Graduate Student Researcher (Oct 2024–present) in XAI for forecasting and medical imaging.

Pursuing a Master of Science in Computer Science at AIUB (CGPA 3.65/4.00) since Oct 2024 and conducting graduate research in explainable AI for forecasting and computer vision.