Saif Mohammed

I’m a Computer Science and Engineering undergraduate student at North South University in Dhaka, Bangladesh. I work on artificial intelligence and modern software systems. I serve as the Coordinator and Academic Mentor of the R&D Group and as the Moderator of the Web Group at the NSU ACM Student Chapter. My interests include Artificial Intelligence, Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Software Engineering, and Database Systems.

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Selected Research Projects

My research lies at the intersection of Artificial Intelligence and the Internet of Things. I specialize in Deep Learning, with a specific focus on Computer Vision, Natural Language Processing, and Generative AI. Key reports are highlighted below.

A multi-agent framework integrating web-scraped data and ML-based salary prediction to provide personalized career recommendations. Using fine-tuned LLMs, it converts unstructured job listings into actionable insights to align job seekers with market demands in Bangladesh.

A Flutter-based health framework combining an LLM-augmented RAG chatbot for verifiable medical advice with ML-based early risk prediction. The system analyzes user health data to predict hypo- and hyperglycemia risks, enabling proactive diabetes care.

An interactive application that applies Bayesian inference to fictional mystery scenarios. Users input clues and evidence, and the system calculates the probabilities of different suspects, offering a data-driven approach to deduction.

An iterative pipeline using Code LLaMA and Mistral-7B to generate, verify, and explain algorithmic solutions. By combining self-reflection with execution-based debugging, the system improves solution accuracy and provides pedagogical support for competitive programming.

A hardware implementation utilizing a 4:1 Multiplexer and seven-segment display to visualize the text sequence "IUBFALL". This project demonstrates cost-effective and rapid prototyping of interactive displays using fundamental logic circuit design.