Profile Summary
Senior Machine Learning Engineer and AI Researcher with 5+ years of experience strongly specializing in Computer Vision, Deep Learning, LLMs, and 3D Vision, along with prior 5+ years of robust expertise in software engineering and development. Led multiple production deployments in international markets, with expertise in PyTorch and TensorFlow. Published research at top computer vision conferences (CVPRW, ACCV). Proficient in English and Arabic languages.
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