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habibrahmanbd/README.md

Habibur Rahman 🌟

πŸ“« Contact Information
LinkedIn: habibrahmanbd
GitHub: habibrahmanbd
Portfolio: habibrahman.me
Location: Edmonton AB Canada

Education πŸŽ“

  • M.Sc. in Computing Science
    Jan 2021 – Sep 2023
    University of Alberta, Edmonton AB Canada

  • B.Sc. in Computer Science & Engineering
    Mar 2013 – Dec 2017
    Rajshahi University of Engineering & Technology, Rajshahi Bangladesh

Experience πŸ’Ό

Software Developer (ML)

Feb 2023 – Present
Awele Technologies Inc., Edmonton AB Canada

  • Developed a recommendation-based algorithm to improve route accuracy by 50%.
  • Implemented core quotes API in NodeJS and worked on ReactJS frontend.
  • Created ML API on Django and deployed it on Heroku.
  • Tech Stack: Python, JavaScript, PyTorch, Heroku, Django, ReactJS, NodeJS, Scrum

Graduate Research & Teaching Assistant

Jan 2021 – Sep 2023
University of Alberta, Edmonton AB Canada

  • Introduced a novel variant of the simulated annealing algorithm with a GNN.
  • Led undergrad lab for Practical Programming Methodology course.
  • Tech Stack: Python, C, C++, Bash, PyTorch, Linux, GNN

Software Engineer

Jul 2019 – Dec 2020
Samsung R&D Institute Bangladesh, Dhaka Bangladesh

  • Contributed to drawing SDK for Samsung Notes in C++.
  • Developed a new tag feature for Samsung Notes and an internal automation tool.
  • Tech Stack: C++, C#, UWP, WPF, Scrum

Projects πŸ› οΈ

  • Please check my git profile for recent updates.

Technical Skills πŸ’»

  • Skills & Tools: Tableau Jira Jupyter Linux Azure Data Studio PowerBI CI/CD Git Perforce Scrum

  • Languages: Python R SQL C C++ C# Java HTML CSS PHP Bash JavaScript

  • Libraries: Numpy Scikitlearn Matplotlib Pandas TensorFlow PyTorch ReactJS NodeJS

Publications & Workshops πŸ“š

  • FineDeb: A Debiasing Framework for Language Models
    AAAI 2023: Workshop on Artificial Intelligence for Social Good
    arXiv preprint arXiv:2302.02453

  • WALGES: Weighted Probability Based Scoring Approach for Solving Algebraic Word Problems using Semantic Parsing
    IEEE International Conference on Electrical Computer and Communication Engineering (ECCE) 2019
    DOI: 10.1109/ECACE.2019.8679393

  • Statistical Approach for Classifying Sentiment Reviews by Reducing Dimension using Truncated Singular Value Decomposition
    IEEE International Conference on Advances in Science Engineering and Robotics Technology (ICASERT-2019)
    DOI: 10.1109/ICASERT.2019.8934507

Pinned Loading

  1. Chrome-Data-Analysis Chrome-Data-Analysis Public

    Jupyter Notebook 1

  2. Data-Augmentation-in-NMT Data-Augmentation-in-NMT Public

    CMPUT 566 Group Project for MOTH

    Jupyter Notebook

  3. SSBandTesting SSBandTesting Public

    repo to maintain the artifacts

    HTML 1 1

  4. JavaRepoMiner JavaRepoMiner Public

    Mining Software Repositories

    Python 1

  5. onlinelabsystem onlinelabsystem Public

    An online Judding System to Host programming contests online. This platform has code compilation, highlight, submitting features on user side. On admin site, problem creatation, update, input file,…

    CSS 1

  6. PWPS PWPS Public

    TACL2015 Modified version

    Mercury