📫 Contact Information
LinkedIn: habibrahmanbd
GitHub: habibrahmanbd
Portfolio: habibrahman.me
Location: Edmonton AB Canada

• 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

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

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

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

• Synthesizing Libraries of Programs by Optimizing an Auxiliary Function
  Dec 2021 – Sep 2023
  Developed an approach for augmenting program libraries and optimizing auxiliary functions.

• Debiasing Multiclass Demographics in Language Models
  Sep 2021 – Dec 2021
  Implemented a regularizer to reduce biases in BERT language models.

• Data Augmentation in NMT: A Case-study for English to Portuguese
  Jan 2021 – Apr 2021
  Developed a new method for data augmentation in translation tasks.

• Skills & Tools:

• Languages:

• Libraries:

• 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