Experience

AI Research Instructor North South University, Dhaka, Bangladesh (Jan 2024 - Present)

  • Instructed 100+ undergraduates, masters students, and faculty in advanced AI (ML, DL, NLP)
  • Taught 10+ thematic areas including LLMs, model compression, and evaluation methodologies
  • Formulated 15+ high-impact research projects spanning ML, medical imaging, NLP, AI safety & ethics
  • Fostered collaboration among 20+ researchers, guiding them through the research & publication pipeline

Machine Learning Engineer Apurba Technologies Ltd., Dhaka, Bangladesh (Nov 2023 - Jul 2024)

  • Engineered clinical language models achieving 22.88× compression, 28.7× speedup, and <5% performance loss
  • Developed DeepMarkerNet for smile recognition, surpassing SOTA methods (CNN, RNN, LSTM) by >3%
  • Leveraged SNOMED CT and generative AI to identify pregnancy complications efficiently
  • Secured a $35,000 innovation grant and presented findings at 3 national conferences

Teaching Assistant North South University, Dhaka, Bangladesh (Apr 2022 - Nov 2023)

  • Mentored 200+ undergraduates in Java programming, from core syntax to advanced multithreading
  • Created course materials, delivered supplemental lectures, and evaluated student performance