[August, 2025] I’ve just started my PhD in Computer Science at the University of Illinois, Chicago. So this website is slightly outdated. I hope to get this sorted once I’m done settling in! ^_^

My research spans three interconnected areas: dense 3D reconstruction, efficient neural networks, and medical imaging analysis. Each builds upon lessons from the previous, driven by a central question: How can we make the advancements in visual computing more accessible and effective, particularly in healthcare settings?

I earned my BS in Computer Science & Engineering from Rajshahi University of Engineering & Technology (RUET) in 2024. Currently, I’m an ML Engineer at ACI Limited in Bangladesh, where I integrate machine learning across pharmaceuticals, agribusiness, and retail. My work spans computer vision, time series forecasting, and business analytics. Recently, I implemented vision-based customer tracking for Bangladesh’s largest retail chain.

Research Interests:
  • Dense 3D Reconstruction and Novel View Synthesis
  • Visual Computing
  • AI for Healthcare and Social Good
  • Efficient ML Systems
  • Interpretability and Fairness in User-Centric AI

News

August, 2024 Took the GRE General Test. (327, Quant: 168, Verbal: 159, AWA: 5.0)
July, 2024 Secured 3rd place in the 2nd AVA Challenge@IEEE MIPR 2024, predicting accident risk from dashcam footage; invited to co-author the challenge summary paper. details here
May, 2024 My team, ACI_ServerDown has been crowned the Champion of Robi Datathon 3.0, the biggest data science competition in Bangladesh. press release links: 12
February, 2024 Earned a Bronze Medal for my 3D Kidney Vasculature Segmentation notebook in Kaggle’s SenNet + HOA - Hacking the Human Vasculature in 3D competition
December, 2023 Participated (virually) in NeurIPS 2023. Extended abstract of my work, Scalable Multi-Teacher Gated Knowledge Distillation for Accurate & Efficient Leukemia Classification got accepted in the NeurIPS 2023 NewInML Workshop