"Machine learning is probability on steroids"
- cried The Outlier
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As a student of Computer Science, I’m eager to delve into the expansive field of Machine Learning and Data Science. My goal is to participate in research and projects that have impactful results and help alleviate human burdens, even if by a tiny portion, ultimately leaving a positive footprint on this world.
In my leisure I explore Jazz Noir and Ambient Music with past affection towards Kosmische Musik (Berlin School), 70s Prog Rock and Psychedelic scene. I sometimes play the acoustic guitar and you are most welcome to explore some of my acoustic rendition from younger days on Soundcloud. I’m a big fan of early British comedy like Monty Python and Black Adder. I dig everything sci-fi, from David Lynch’s Twin Peaks to Rod Sterling’s The Twilight Zone.
Shahidul Islam, Sakib Salam, Md Nahid Hasan. Unsupervised Extractive Summarization of Psychedelic User Experience Reports. medRxiv, 2025.
[DOI] [PDF] [Code]
Shahidul Islam, S.M. Nahid Hasan, Anika Tasnim Islam, Fauzia Yasmeen, Md Rifat Hasan. Forecasting Dengue Incidences in Bangladesh: A Univariate Time Series Approach. 5th International Conference on Electrical and Electronics Engineering, Swinburne, Australia. Springer,2024.
[DOI] [PDF] [Code]
Multi-Label Effects Classification of Psychoactive Drugs
Medical Instruments Classifier Using Fastai and Huggingface

Worldwide Traffic Demographic of the Year 2024

Demand Forecasting for a Global Manufacturing Company
A Brief Comparison of Optimizers in ANN
Collective Disease Classifier Using Traditional Machine Learning

Customer Purchase Behavior Analysis from Previous Transactions