Rafeed
Mohammad
Sultan
AI Researcher & Software Chef
"Serving fresh code and spicy algorithms since 2020."
Research Specials
International Conference on Pattern Recognition (ICPR 2024) – addressing ethical concerns in LLMs using the DFAR dataset.
NLP, Ethics, LLMs, DFARLeveraging Large Language Models for Scientific Synthesis. (IEEE International Conference on Big Data 2024)
RAG, Scientific Synthesis, LLMsLightweight Model Souping and Ensembling Knowledge Distillation for Memory-Constrained Devices. (Q1 Journal: Intelligence-Based Medicine)
Medical AI, Computer Vision, Knowledge DistillationA Hybrid RAG System for Multilingual Legal Information Retrieval. (IJCNN 2025: International Joint Conference on Neural Networks)
NLP, Legal Tech, RAG, MultilingualExplainable AI analysis of farm features and practices impacting White Spot Disease prevalence in farmed shrimps in Bangladesh. Achieved 72.67% accuracy with SHAP-based interpretability.
Machine Learning, SHAP, Explainable AICode Platters
Safety app alerting guardians with user location at button press. Periodic location alerts to specified contacts.
Kotlin, Firebase, SQLiteCollaborative music-playing app integrated with Spotify API. (Ongoing)
Django, React, HTML+CSS, Bootstrap, Spotify APIMini project for storing and managing contacts with a GUI interface.
Java Swing, SQLiteOnline platform for storing PDF books and managing library resources.
HTML+CSS, MySQL, PHP, BootstrapAutomated website testing for GigaTech, generating test cases and ensuring efficient testing.
Python, SeleniumJudging AI ethics and alignment responses with language models using the DFAR dataset.
Python, LLMs, Ethics, DFARInvestigating the impact of different optimizers and batch sizes on CNN performance with VGG blocks.
Python, Deep Learning, CNN, VGGDetermining runtime efficiency, memory consumption, and CPU utilization across different programming languages.
Python, Java, C, C++, AlgorithmsPredictive modeling of White Spot Disease prevalence in shrimp farms with SHAP-based explainability of farm practices and features.
Python, Machine Learning, SHAP, Explainable AIChef's Journey
Building real-time WebSocket chat streams, voice agents with ElevenLabs TTS, MCP servers, React–Flask pipelines, and energy market PnL modules (DAM/RTM). Implemented GitHub webhook integration and prompt engineering with guardrails.
React, Flask, NestJS, MongoDB, Azure PostgreSQL, WebSocket, ElevenLabs, MCPWorked with the Global Finance & Head department, automating financial transactions, procurement processes, and business development workflows.
Finance Automation, Procurement SystemsAuthored technical articles and game reviews. Acquired SEO principles and WordPress proficiency while managing multiple projects simultaneously.
SEO, WordPress, Content WritingCollaborated with clients, delivering visually appealing designs within deadlines using Canva.
Canva, Graphic DesignAssisted in evaluating A-level Biology and Chemistry papers, reviewed copies, and tutored students.
Teaching, Biology, ChemistryCGPA: 3.38/4.00. Focused on Web Development, Machine Learning, and Software Quality Assurance.
CS Engineering, ML, Web Dev, SQAMathematics, Physics, Chemistry.
Science & Mathematics stream. Daily Star Award for outstanding O Levels results.