EDUCATION

• B.Sc in Computer Science & Engineering
  • Rajshahi University of Engineering & Technology (RUET), Rajshahi-6204, Bangladesh
  • Grade: First Class
  • Duration: 2017-2022

WORK EXPERIENCE

• Lecturer in CSE at Northern University Bangladesh

  • Duration: August 2023 - December 2023
  • Conducted classes for Data Structures, Object Oriented Programming, Database Management Systems, and Discrete Mathematics
  • Coached competitive programming teams, with one team qualifying for the International Collegiate Programming Contest - Dhaka Regional 2023
  • Supervised Software Development Projects with good decision-making ability in project management
  • Graded lab reports and notebooks; conducted and graded midterm and final course and lab examinations

• Software Engineer at Enosis Solutions

  • Duration: October 2022 – March 2023
  • Developed full-stack web applications with ASP.NET, AngularJS, Javascript, and MSSQL
  • Conducted in-depth analysis and research of client's requirements, implemented, and tested solutions
  • Performed root cause analysis of bugs on existing projects and made stable fixes

• AI Research Assistant (Part-time) at MyMedicalHub

  • Duration: October 2020 – March 2022
  • Researched musculoskeletal patterns and range of motion using Signal Processing Methods, Computer Vision, and Deep Learning
  • Developed projects with Python and Django REST Framework, adhering to software engineering standards
  • Deployed projects using Amazon Elastic Compute Cloud (EC2) and Amazon Simple Storage Service (S3)
  • Developed a novel angle drawing method using OpenCV, improving performance by over 50%
  • Proposed two novel ML-based gait abnormality detection frameworks and initiated the 'Intelligent Gait and Balance System' project
  • Prepared datasets for custom-trained models, created test cases for APIs, and provided impactful feedback
  • Prepared patents for research outcomes and findings

PUBLICATIONS

• Deep Learning Based Air-Writing Recognition with the Choice of Proper Interpolation Technique

  • Sensors, 21(24), p.8407
  • Q2, Impact Factor: 3.847

• Gait Recognition with Wearable Sensors using Modified Residual Block-based Lightweight CNN

  • IEEE Access
  • Q1, Impact Factor: 3.476

SKILLS

• Programming Languages: C/C++, Python, C#, Javascript
• Frameworks: Django REST Framework, Tensorflow, Keras
• Data Science: Machine Learning, Deep Learning, Computer Vision, Natural Language Processing
• Databases: MySQL, MSSQL
• Software Engineering Tools: Git, GitHub, Sourcetree, Azure, Postman, Jira
• Familiar: Algorithms, Linux, Latex, Java, HTML, CSS, Typescript, ASP.NET MVC, ASP.NET Web API

PROGRAMMING CONTEST EXPERIENCE

• 8th at VU CSE Tech Fest 2019 out of 43 teams
• 52nd at Technocracy 2019, RUET out of 96 teams
• 18th at RUET GyanJam 2018 out of 48 teams

PROGRAMMING PROBLEM SOLVING EXPERIENCE

• 400+ problems solved on LeetCode (Profile: _siummy)
• 950+ problems solved on CodeForces (Profile: _siummy)
• Participated in 150+ rated contests on CodeForces (Maximum Rating: Specialist, 1443)

ACADEMIC THESIS & PROJECTS

• Realistic Activity Recognition using Sensors with Deep Convolutional Neural Network

  • Developed a deep-CNN-based human activity recognition (HAR) model for efficient use of signals from IoT sensors
  • Tools: Python, Keras, Deep Learning

• Question Answer Website

  • Created a question-answer community website with upvote and downvote features
  • Tools: HTML, CSS, PHP

INDEPENDENT COURSEWORKS

• Neural Networks and Deep Learning, Coursera
• Structuring Machine Learning Projects, Coursera
• Improving Deep Neural Networks: Hyperparameter Tuning, Regularization, and Optimization, Coursera
• Convolutional Neural Networks, Coursera

VOLUNTEERING EXPERIENCE

• Member, Machine Learning Research Group of RUET (March 2020 - October 2022)
• Member, RUET Analytical Programming Lab (March 2017 - October 2022)
• Assistant Finance Secretary, RUET Greater Mymensingh Association, RUET (April 2018 - May 2019)
• Organizing Volunteer, RUET CSE Fest 2K22 Inter University Programming Contest (2022)

LANGUAGES

• English: Full Professional Proficiency
• Bengali: Native or Bilingual Proficiency