Published and ongoing research in quantum communication (QC), NLP, LLMs, and AI hallucination mitigation
Thesis: 'Towards Accurate AI-Driven QA: A Retrieval-Augmented Model' (to be submitted for publication)
Ongoing project: 'Are AI Health Answers Reliable? An Evaluation Pipeline for Bangladesh-Specific Queries Using Natural Language Inference'
Senior Project: 'Enhancing the Security of Image Transmission in the Quantum Era: A Chaos-Assisted QKD Approach Using Entanglement'
Led development of multiple projects including QuizCrafter AI (LLaMA 3-powered educational tool), We-Care (mobile app for families of children with autism), and a Realtime Sentiment Analyzer
Background
From Bangladesh, working toward transparent and explainable AI.
Deeply interested in the capabilities, limitations, and ethical responsibilities of artificial intelligence.
Research focuses on mitigating AI hallucinations, addressing bias, and confronting data scarcity—especially in underrepresented, low-resource regions where limited data hinders reliable AI development.
Also explored data security topics such as quantum key distribution, reflecting a commitment to secure and trustworthy technologies.
Aiming to pursue a PhD in computer science, with goals in misinformation detection, low-resource AI, and ethical AI systems.