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Professional Summary
I am an AI researcher working on multimodal learning, synthetic media analysis,
and human-centred decision support. I am a Post-doctoral Research Fellow at the
Augmented Human Lab (AHLab), National University of Singapore (NUS), where I build
context-aware multimodal Small Language Model (SLM) interfaces and explainable
Human-AI Interaction systems for real-time decision support in high-risk
scenarios. I also serve part-time as a Founding Engineer at NexZ, building an
enterprise AI engine for workflow automation.
Previously I spent two years at TikTok (ByteDance) as a Machine Learning Engineer in
Content Intelligence, shipping large-scale video deduplication and real-time
moderation systems for TikTok LIVE. I hold a PhD in Computer Science from NUS
(2024), with a thesis on digital face synthesis and deepfake analysis.
Education
PhD Computer Science
2019 – 2024
National University of Singapore
MS Computer Science and Engineering
2015 – 2016
University of Dhaka
BS Computer Science and Engineering
2010 – 2014
University of Dhaka
Interests
Multimodal Video Understanding
Computer Vision
Large & Small Language Models
Digital Face Synthesis
Human-AI interactions
📚 My Research
Use this area to speak to your mission. I’m a research scientist in the Moonshot team at DeepMind. I blog about machine learning, deep learning, and moonshots.
I apply a range of qualitative and quantitative methods to comprehensively investigate the role of science and technology in the economy.
Please reach out to collaborate 😃
Featured Publications
Recent Publications
Recent & Upcoming Talks
Recent News
The Representation Is the Product
Four ideas behind modern multimodal image and video understanding — and why none of them are new.