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  • AREF HEMATI

    Welcome to My Profile Page

    About Me

    I am a graduate master's student in Software Engineering at QIAU, with a background that combines academic knowledge and technical training. My research interests include computer vision, software engineering, and machine learning, with applications in virtual reality and medical imaging. I am open to interdisciplinary research opportunities that advance understanding in these areas. My goal is to deepen my expertise, contribute to impactful research, and develop innovative solutions that address important challenges, particularly in healthcare and other critical domains. Through continuous learning and creative problem-solving, I aim to advance knowledge and create technologies that make a meaningful difference.


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  • Research

    Research is formalized curiosity; it is poking and prying with a purpose.

    3D Body Reconstruction

    Hemati, A., Bastanfard, A. Adjustable method based on body parts for improving the accuracy of 3D reconstruction in visually important body parts from silhouettes. Multimed Tools Appl 83, 21583–21613 (2024).

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    Multi-Output Deep Regression Network for 3D Reconstruction

    Hemati, A. & Bastanfard, A. Body Shape Estimation from Silhouettes Based on Body Parts Using Multi-Output Deep Regression Network. (under preparation)

    Research Summary - PDF

  • Research Experience

    a little progress each day adds up to big results
    Digital Trade Data Analytics
    Implemented a high-performance Python-based Oracle to SQL migration pipeline and developed ML models for large-scale export-data analysis.
    Payment-behavior Prediction ML Model
    Created a machine learning model in Python with TensorFlow and deployed it as API services via TensorFlow Serving and Docker.
    Research Assistant, Virtual Clothing & Body Modeling
    Developed cloth simulation, collision detection, and 3D body modeling systems in Python; explored anthropometric modeling, wrinkle synthesis, virtual clothing, and multiview geometry.
    3D Human Body Modeling System
    Developed a statistical modeling framework using multivariate conditional distributions in Python.
    Virtual Robotics System
    Developed virtual robotics solutions, including control logic and computer vision modules, for participation in national virtual robotics competitions.
    Car Plate Recognition System
    Implemented a recognition system using Bayesian curves.
    3D Game Development with UDK Engine
    Participated in 3D game development utilizing the UDK engine.
    Image Processing for Robotics
    Developed and deployed computer vision algorithms for autonomous competition robots.
    Interactive eLearning Multimedia
    Designed an interactive multi-touch desktop application and robotics eLearning products.

  • Technical Training

    Only practical work and experience lead the young to maturity

    Technical Training & Experience: Multidisciplinary

    Over the past ten years, I have held various technical roles, including software engineer, ML engineer, backend developer, and technical lead, across eight companies. I worked with diverse teams, programming languages (Python, Matlab, C++, C#, and .NET), and projects that enhanced my analytical thinking, problem-solving, and collaboration skills. These experiences also strengthened my ability to lead technical projects, manage team dynamics effectively, and apply technical expertise in research-oriented and innovative contexts.

      Senior Software Engineer (Technical Lead); May 2024 – Present
      - Iran Chamber of commerce. (en.iccima.ir; e-Trade Solutions), Tehran, Iran.

      Senior Backend Developer; Mar 2023 – May 2024
      - Freelance (Software Solutions), Tehran, Iran.

      Machine Learning Engineer; Sep 2021 – Mar 2022
      - BistPay Co. (Bistpay.com; e-Payment solutions), Tehran, Iran.

      Senior Developer; Sep 2019 – Sep 2021
      - BistPay Co. (Bistpay.com; e-Payment Solutions), Tehran, Iran.

      Full Stack Web Developer; May 2019 – Aug 2019
      - Navoshgaran Co (navoshgaran.com; Inventory and procurement system), Tehran, Iran

      .Net Developer; March 2018 – May 2019
      - Barsa Novin Ray Co (barsasoft.com; Enterprise BPMS Solutions), Tehran, Iran.

      Full Stack Web Developer; Jun 2017 – Mar 2018
      - Rayan Pardaz Kavosh Co. (rpkavosh.ir; BPMS Solutions), Tehran, Iran.

      Developer; Feb 2017 – June 2017
      - Rayan Caspin Co (Smart Solutions), Tehran. Iran.

      Research Assistant & Developer; Jan 2015 – Feb 2017
      - Freelancer (R&D Group), Tehran. Iran.

  • Contact me

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