Fahad Siddique Faisal
Bio: Hi, I'm Fahad Siddique Faisal, an ML/AI Researcher and Engineer based in Dhaka, Bangladesh. I hold a B.Sc. in ETE from the faculty of Electrical Electronics and Computer Engineering from Chittagong University of Engineering and Technology (2019-2024). My research interests include Human-Computer Interaction, Machine Learning, Deep Learning, Natural Language Processing, LLMs, Computer Vision and Cybersecurity. I've worked as an ML/AI Researcher & Engineer at the Bangladesh's largest Home Appliance Company, Walton Hi-Tech Industries PLC and also served as ML/AI Engineer at AI Solutions USA for developing AI-based solution for the US market.
Research Interests: My research lies at the
intersection of
Natural Language Processing,
Computer Vision, and
Efficient AI Systems. I am particularly interested in building resource-efficient
language models and multimodal systems that can reason, retrieve,
and generate under real-world constraints. My current work focuses
on:
- Efficient LLMs & RAG Systems: Quantization, agentic memory, and retrieval-augmented generation for deployment in resource-constrained environments.
- Multimodal Understanding & Generation: Vision-language models for medical imaging, fusion techniques for complex reasoning tasks.
- Multilingual & Low-Resource NLP: Developing benchmarks and models for underrepresented languages.
- AI Security & Privacy: Network traffic fingerprinting, data obfuscation techniques, and secure LLM deployment against adversarial attacks.