Profile Summary

Senior Machine Learning Engineer and AI Researcher with 5+ years of deep experience specializing in Computer Vision, Deep Learning, LLMs, and 3D Vision, along with prior strong experience in software engineering and development. Led multiple production deployments in international markets, with expertise in PyTorch and TensorFlow. Published multiple research works at top computer vision conferences and journals (CVPRW, ACCV, IEEE Access).

Professional Experience

Deep Learning Engineer @ Alteredverse Pte Ltd., Singapore

Designed and deployed an end-to-end 3D vision pipeline for urban geospatial data, achieving high accuracy in digital twin creation. Developed LLM-powered NPCs for virtual malls and led research in multi-view 3D reconstruction.

AI Engineer @ NetTargets Inc., Daejeon, Korea

Developed novel deep learning models for drug discovery, achieving 85% prediction accuracy. Architected ML pipeline processing 100M+ molecular structures, identifying 1000+ potential drug candidates.

Skills

Core AI/ML

  • PyTorch
  • TensorFlow
  • Computer Vision
  • Large Language Models

Cloud & DevOps

  • AWS
  • GCP
  • Docker
  • MLOps

Programming

  • Python
  • JavaScript
  • C++
  • React

Selected Publications

  • "Multiple Pose Virtual Try-On Based on 3D Clothing Reconstruction" - IEEE Access, 2021
  • "CloTH-VTON+: Clothing Three-dimensional reconstruction for Hybrid image-based Virtual Try-ON" - IEEE Access, 2021
  • "3D Reconstruction of Clothes using a Human Body Model" - CVPR Workshop, 2020

Education

MS in Electrical and Information Engineering

Seoul National University of Science and Technology, 2019-2021

Thesis: A Study on 3D reconstruction from clothing image and application to Virtual Try-On

B.Sc. in Computer Science and Engineering

Bangladesh University of Engineering and Technology, 2010-2015