A. N. M. Sajedul Alam (Sajid)

Patients’ Severity States Classification based on Electronic Health Record (EHR) Data using Multiple Machine Learning and Deep Learning Approaches

This project is a Mini Agentic RAG (Retrieval-Augmented Generation) System designed to answer domain-specific questions with high accuracy and minimal hallucinations. It leverages Azure OpenAI for LLM capabilities and FAISS for efficient vector retrieval.

Extracted data from pdf files of resumes written in English. Used libraries: spacy, pdf2image, easyocr, poppler-utils.

Here I have used Stable Diffusion with the diffusers from hugging face, took one image as input and then added elements into it by using diffusion algorithm, and iterated this process three/four times with different type of elements, adding by text inputs.

Task submissions of Distributed Computing Systems course in my MS in CSE, BRAC University.

A game that will make you nostalgic by reminding you about the childhood snake game on mobile phones of that era, if you're a 90's kid.

Task submissions of Symbolic Machine Learning 2 - Natural Language Processing course in my MS in CSE, BRAC University.

Task submissions of Advanced Syntactic Pattern Recognition course in my MS in CSE, BRAC University.