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minar09/README.md

Matiur Rahman Minar

minar09.bd@gmail.com
�� Portfolio
📍 Gazipur, Bangladesh
LinkedIn | GitHub


Profile Summary

Senior Machine Learning Engineer and Computer Vision Researcher with 8+ years of experience bridging AI innovation, software engineering, and large-scale production deployments. Specialized in Computer Vision, Deep Learning, Large Language Models (LLMs), 3D Vision, and Geospatial AI. Demonstrated leadership in GCC/MENA-aligned projects (Saudi Vision 2030, UAE Smart Cities), including digital twins for energy, AI-driven drug discovery, and smart city solutions. Published 5+ papers at top computer vision venues (CVPRW, ACCV, IEEE Access), and recipient of multiple industry awards. Proficient in English, Arabic, and Bengali, with global team leadership across 4+ countries.


Core Skills

  • AI/ML: Deep Learning (PyTorch, TensorFlow), Computer Vision (OpenCV, Open3D), LLMs (GPT, Gemini, DeepSeek, Llama, InternVL), Agentic AI, Data Science (Pandas, Scikit-learn)
  • Cloud & MLOps: AWS, GCP, Docker, DVC, Gradio, MLOps, REST APIs, ML pipelines
  • Programming: Python, JavaScript, C++, React, Node.js, Django, Flask, FastAPI
  • Domain Expertise: Geospatial AI, Digital Twin, Healthcare AI, Blockchain, Arabic LLM/NLP
  • Leadership: Cross-cultural remote & onsite team management (4+ countries)
  • Languages: English (Professional), Arabic (Working), Bengali (Native)

Professional Experience

  • Deep Learning Engineer
    Alteredverse Pte Ltd., Singapore (Remote) | May 2023–Present

    • Built 3D vision pipelines and digital twins for energy infrastructure (30% cost reduction)
    • Deployed LLM-powered AI agents/NPCs for virtual malls (40% engagement boost)
    • Tech: PyTorch, TensorFlow, Open3D, LLMs, GCP, AWS
  • Manager (New Core Planning)
    Robi Axiata Limited, Bangladesh | May 2022–Apr 2023

    • Optimized telecom infra for 53M+ users, achieving 99.99% uptime
    • Awarded Q3 2022 Best Developer Award
  • AI Engineer
    NetTargets Inc., S. Korea | Feb 2021–Apr 2022

    • Reduced drug discovery timelines by 60% via deep learning models (95%+ accuracy)
  • Framework Architect
    Automation Solutionz Inc., Canada | Aug 2015–Jul 2018

    • Designed test automation frameworks adopted by enterprise clients (cycle -60%)

See full CV for part-time/contract roles and additional leadership/research experience.


Research Experience

  • Research Assistant, Seoul National University of Science & Technology, Korea (2019–2021)
    • Focus: 3D clothing reconstruction, virtual try-on, fashion AI
    • 5+ peer-reviewed papers, CVPRW/ACCV/IEEE Access

Education

  • M.S. in Electrical & Information Engineering
    Seoul National University of Science & Technology, Korea | 2019–2021
    Thesis: 3D Clothing Reconstruction for E-commerce Virtual Try-On

  • B.Sc. in Computer Science & Engineering
    Bangladesh University of Engineering and Technology (BUET) | 2010–2015
    Thesis: Non-invasive Vital Signs Monitoring for Healthcare


Key Achievements

  • Google Cloud AI Trailblazers 2.0 Innovation Award (2024): Geospatial AI for energy infra
  • 2nd Place, CVPR 2020 Look Into Person Challenge: Advanced virtual try-on systems
  • Q3 2022 Best Developer Award: Robi Axiata Limited (telecom optimization)
  • 5+ Publications: CVPRW, ACCV, IEEE Access

Selected Publications

  • IEEE Access (2021): Multiple Pose Virtual Try-On Based on 3D Clothing Reconstruction
  • IEEE Access (2021): CloTH-VTON+: Clothing 3D Reconstruction for Hybrid Image-based Virtual Try-On
  • ACCV 2020: CloTH-VTON: Clothing 3D Reconstruction for Hybrid Image-based Virtual Try-On
  • CVPRW 2020: 3D Reconstruction of Clothes using a Human Body Model
  • CVPRW 2020: CP-VTON+: Clothing Shape and Texture Preserving Image-Based Virtual Try-On

Find Me Online

Popular repositories Loading

  1. awesome-virtual-try-on awesome-virtual-try-on Public

    A curated list of awesome research papers, projects, code, dataset, workshops etc. related to virtual try-on.

    2.9k 342

  2. cp-vton-plus cp-vton-plus Public

    Official implementation for "CP-VTON+: Clothing Shape and Texture Preserving Image-Based Virtual Try-On", CVPRW 2020

    Python 384 142

  3. VGG16-PyTorch VGG16-PyTorch Public

    VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

    Shell 89 33

  4. ACGPN ACGPN Public

    "Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content",CVPR 2020. (Modified from original with fixes for inference)

    Python 82 72

  5. Fashion-Clothing-Parsing Fashion-Clothing-Parsing Public

    FCN, U-Net models implementation in TensorFlow for fashion clothing parsing

    Python 40 15

  6. bfscore_python bfscore_python Public

    Boundary F1 Score - Python Implementation

    Python 30 10