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 Large Language Models(LLMs), Agentic AI, Cybersecurity, CPS, Knowledge Management and Information Retrieval. I've worked as an ML/AI Researcher & Engineer at the Bangladesh's largest Hardware manufacturing 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 and Secured Autonomous AI Systems. My previous works were focused on:
- Efficient LLMs & RAG Systems: Quantization, agentic memory and retrieval-augmented generation(RAG) for deployment in resource-constrained environments.
- Multimodal Understanding & Generation: Vision-language models for medical imaging, fusion techniques for complex reasoning tasks.
- AI Security & Privacy: Network traffic fingerprinting, data obfuscation techniques and secure LLM deployment against adversarial attacks.
- Industrial IoT and CPS security: : zero-day attack detection under latency constraints.
- Autonomous systems: : Secure and Efficient decision-making in dynamic environments.