Sylhet, Bangladesh
Misbah
Al Mamun
ML & NLP Researcher|Low-Resource Language Technology|Prospective MS/PhD Student
I build machine learning for languages and sounds that most models never see — Sylheti in both of its scripts, and the swara structure of Indian classical flute.
RG
LinkedIn
About
I completed my B.Sc. in Computer Science and Engineering at Sylhet Engineering College, affiliated with Shahjalal University of Science and Technology, with a CGPA of 3.62/4.00 and a final-semester GPA of 3.96/4.00.
Most of my work starts from the same problem: the language or the signal I care about has no dataset, so I build one first. That has meant a 21,181-entry Bangla–Syloti Nagri parallel corpus, a seven-class Sylheti emotion corpus in two scripts, and a set of swara recordings collected from professional flute musicians. The modelling work follows from the data — byte-level translation for a script no pretrained model has seen, parameter-efficient fine-tuning for Bangla classification, and attention-guided segmentation for melody.
Research interests: machine learning and deep learning; natural language processing; low-resource and multilingual NLP; audio signal processing.
News
recent firstServed as a reviewer for the 4th International Conference on Computing Advancements (ICCA 2026).
Paper published at IEEE QPAIN 2026, CUET — Hierarchical Context-Aware Network (HC-Net): A Multi-Task Learning Approach for Robust MRI Disease Diagnosis.
Completed B.Sc. in Computer Science and Engineering at Sylhet Engineering College. Undergraduate thesis on swara segmentation in Indian classical flute melodies.
Elected Treasurer of the CSE Research Club, Sylhet Engineering College.
Elected Education Affairs Secretary of the CSE Society, Sylhet Engineering College.
Paper published at ICCIT 2025 — Beyond Sentiment: The Influence of Game Pricing on Player Feedback in Steam Reviews.
Completed Cyber Security training at Arena Web Security.
Elected Vice President of the Public Universities Students' Association of Gowainghat (PUSAG).
Won the Semi-Final and Quarter-Final Rounds of the ICT Olympiad Bangladesh.
Started as Organizing Secretary, Gowainghat Chhatra Parishad, Sylhet.