BACKGROUND

Research, Education and Recognition.

Academic and research foundations spanning machine learning, big data, multilingual NLP, and computer science — grounding applied AI work with rigorous, practice-oriented study.

Research & Applied AI

National ICT Research Fellowship

Multilingual semantic machine translation

ICT Division, Government of Bangladesh

Selected through a national government-funded fellowship program to undertake postgraduate research in multilingual semantic machine translation and language technologies.
Research foundation in natural-language processing, semantic systems and multilingual computing supports current work in applied AI and production automation.

iLearn Applied AI Project

AI and machine learning for inclusive learning support

Australia | Postgraduate

Explored how AI and machine-learning approaches could support children with different speech, language, attention and learning needs.
Focused on recognising learning patterns, adapting educational experiences, and supporting children, educators and families through more responsive pathways.
Combined product thinking, machine-learning research and user-centred design — considering data requirements, AI workflow, evaluation and responsible use of learner information.

Aspect-Based Sentiment Analysis

NLP and deep-learning project

Postgraduate project

Built an aspect-based movie sentiment analysis system using a Bi-GRU deep-learning model on IMDB-style review data.
Focused on extracting aspect-level sentiment rather than overall polarity — strengthening applied NLP and evaluation practice.

Education

Master of Computer Science — Big Data and Machine Learning

University of Wollongong

Australia | 2024

Completed with Distinction, with postgraduate study focused on machine learning, big data and practical data-driven systems.
Recipient of a Postgraduate Academic Excellence Scholarship and a Leadership Award; served as a postgraduate student representative.

Bachelor of Science in Computer Science

American International University-Bangladesh

Bangladesh | 2013

Graduated Magna Cum Laude with a CGPA of 3.94/4.00.
Founder Member and Honorary Life Member of the AIUB Computer Club, contributing to technology community development and student engagement.

Teaching, Mentoring & Industry Engagement

Higher Education Teaching

Australian Institute of Higher Education

Australia | Ongoing

Delivering higher-education teaching at the Australian Institute of Higher Education.
Supporting student learning across technology, digital practice and applied academic development.

Industry Mentoring & Supervision

Practera · QIBA · ECA

Australia | Ongoing

Providing industry mentoring and academic supervision through Practera.
Supporting professional year pathways with QIBA and ECA, connecting academic learning with industry practice.

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