Publications

Machines require large datasets and extensive computational training to replicate what comes to you naturally — so embrace your innate abilities and prioritise your humanity.

Research papers I contributed to, spanning Bangla NLP and speech recognition, agentic AI, federated learning, and power distribution system reliability.

Under Review

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Conference & Workshop Papers

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Preprints & Technical Reports

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Theses

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Research Interests

The topics that make me excited to explore, test ideas, and chase answers — and where the work above is heading next.

• Systems Engineering Model-based systems engineering, requirements modelling and safety-critical design
• Computational Cognitive Science Understanding human cognition through computational models and AI
• Human-Computer Interaction Designing intuitive interfaces and user experiences
• Computational Social Science Understanding social behaviour through computational models
• Natural Language Processing Enabling machines to understand and respond to human language
• Generative AI Creating new content and ideas through AI
• Federated Learning Distributed machine learning with privacy preservation
• Reinforcement Learning AI agents learning through interaction and feedback
• Healthcare / Medical AI AI applications in healthcare and medical diagnosis

Ongoing Research

Threads currently in progress — datasets being built, models being trained, papers not yet written.

• Regional Speech-to-Text Automatic speech recognition across Bengali regional dialects
• Indigenous Speech-to-Text Speech corpora and ASR for indigenous languages of Bangladesh
• Dialect to IPA Transcription Mapping regional Bengali speech and text to a consistent IPA standard
• Regional Transliteration Project Transliteration and standardisation across Bengali dialect varieties
• Word Sense Disambiguation Dictionary A sense-annotated lexical resource for Bengali
• Text to IPA Conversion Grapheme-to-phoneme conversion for Bengali text