Sadman Islam

I’m an aspiring data scientist with a strong background in statistical analysis, deep learning, and data visualization. I focus on delivering actionable insights, with expertise across transformers, computer vision, transfer learning, AI, LLMs, and RAG.

In my projects, I built a stock market time-series forecasting system in Python and deployed it on Hugging Face. I also fine-tuned LLaMA-3.1-8B-Instruct for Bengali empathetic conversations using Unsloth and LoRA, and proposed a Vision Transformer-based approach for economic damage assessment from satellite imagery. Alongside ML, I developed an ERP system using ASP.NET Web Forms, ASP.NET MVC/Core, MSSQL, Entity Framework, Stored Procedures, Web API, AJAX, and Crystal Reports, and I have an IEEE TENCON 2025 publication on flood-induced economic damage assessment.