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Pages
Posts
Implementing Corrective RAG (c-RAG) for More Reliable LLM Systems
Published:
Building reliable Retrieval-Augmented Generation (RAG) systems is not just about retrieving more documents — it is about knowing when retrieval is wrong and how to correct it. Read more
portfolio
2D Endless Runner Game with OpenGL
Published:
Developed a 2D Chrome Dino-style endless runner game from scratch using C++ and the OpenGL graphics library (freeglut). Read more
Content-Based Fashion Recommendation System
Published:
Built an end-to-end fashion recommendation system using ResNet-50 for deep feature extraction and KNN for similarity matching. Read more
Full-Stack Podcast Management Web App
Published:
Developed a user-friendly web application for discovering, managing, and listening to podcasts, built with a classic LAMP stack. Read more
Real-Time Emotion Classification from Facial Expressions
Published:
Built a real-time emotion classification system by training a custom deep learning model and serving it via a Flask API and web interface. Read more
AIG: A Community & Career Platform for AIUB Students
Published:
Engineered a full-stack web application using ASP.NET to serve the AIUB student community with features for resume building, job searching, and networking. Read more
Kidney Tumor & Stone Classification with MLOps
Published:
Developed an end-to-end deep learning pipeline for classifying kidney tumors and stones from medical images, with a focus on MLOps best practices. Read more
SpectraClassify: No-Code Custom Image Classification
Published:
Created and published a web-based application and PyPI package that allows users to train custom image classification models without writing any code. Read more
MediChat: A RAG-Powered Medical Chatbot
Published:
Developed a specialized medical chatbot using Llama-2 and a RAG pipeline to provide accurate, source-based responses to medical queries. Read more
DeepCrawl-Chat: An Intelligent Web Crawler and RAG System
Published:
Architected and built an intelligent system for advanced web crawling, information extraction, and Retrieval-Augmented Generation (RAG) to enable conversational querying of web content. Read more
Intelligent YouTube Video Summarizer and QA System
Published:
Built a multi-interface application to download, transcribe, and summarize YouTube videos, enabling semantic search and conversational Q&A on video content. Read more
EasyQuery: A Conversational Database Query System
Published:
Designed and implemented an AI-powered conversational interface to enable natural language querying of SQL databases, abstracting away the complexity of SQL. Read more
publications
Speech Emotion Recognition using Transfer Learning Approach and Real-Time Evaluation in English and Bengali Language
Published in Pre-Print, 2023
Thesis on Speech Emotion Recognition. Read more
Recommended citation: Shanjidul Islam Sadhin. (2023). "Speech Emotion Recognition..." Pre-Print.
Download Paper
talks
Importance of data, and need for data in good quality research for computer vision
Published:
Talk emphasizing the critical role of high-quality data in computer vision research. Read more
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post. Read more
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post. Read more