Experience

  1. Student Researcher

    CCDS – Center for Computational & Data Sciences, IUB

    Responsibilities include:

    • Designing and developing research proposals to investigate advanced topics in computational and data sciences.
    • Collecting, preprocessing, and analyzing data sets to drive insights for research projects.
    • Implementing machine learning models and algorithms for natural language processing and computer vision tasks.
    • Drafting and revising research papers for conferences and journals.
    • Presenting research findings in internal seminars and external conferences.
    • Collaborating with senior researchers and peers to refine methodologies and improve outcomes.
  2. Undergraduate Student Researcher

    Fab Lab, IUB

    Responsibilities included:

    • Proposing and conceptualizing innovative projects related to electronics, robotics, and engineering solutions.
    • Hands-on implementation of projects using Arduino, sensors, and various microcontroller platforms.
    • Designing and building prototypes of hardware solutions, including circuit design and 3D modeling.
    • Collaborating with peers and faculty members to develop solutions that align with the objectives of the lab.
    • Documenting project development processes and presenting results to stakeholders.

Education

  1. BSc Computer Science and Engineering

    Independent University Bangladesh

    GPA: 3.78/4.0

    Prominent Courses Included:

    • Data Mining and Warehousing
    • Artificial Intelligence
    • Theory of Computation and Automata
    • Algorithms
    • Data Structures
    • Object-Oriented Programming
    • Database Systems
    • Linear Algebra
    • Numerical Methods

    Thesis: BaTEClaCor: A Novel Dataset for Bangla Text Error Classification and Correction. Supervised by A K M Mahbubur Rahman, PhD. Presented paper at the BLP Workshop in the EMNLP 2023 conference, with the contributions published in the conference proceedings.

    Read Thesis
  2. HSC (Science)

    Cantonment Public School and College, Rangpur

    GPA: 5.0/5.0

    Courses included:

    • Higher Mathematics
    • Chemistry
    • Physics
  3. SSC (Science)

    Cantonment Public School and College, Rangpur

    GPA: 5.0/5.0

    Courses included:

    • Higher Mathematics
    • Chemistry
    • Physics
Skills & Hobbies
Technical Skills
C++

✨ Proficient in C++ with a strong foundation in object-oriented programming, algorithms, and data structures. Developed various projects emphasizing performance and efficiency.

Python

🐍 Highly skilled in Python for data analysis and automation. Experienced in developing robust machine learning models using popular libraries.

Data Science

📊 Expert in data science techniques, including data preprocessing, visualization, and statistical analysis with tools like Pandas, NumPy, and Matplotlib.

Pandas

📈 Specialized in data manipulation and analysis, enabling efficient handling of structured data for insightful analytics.

Scikit-learn

🔍 Proficient in implementing machine learning algorithms for classification, regression, and clustering tasks using Scikit-learn.

PyTorch

🔥 Experienced in building and training deep learning models with PyTorch, particularly for natural language processing and computer vision applications.

Keras

💡 Skilled in using Keras to design and train neural networks, streamlining the model-building process with intuitive APIs.

Gradio

🖥️ Proficient in Gradio for creating interactive user interfaces that showcase machine learning models, enhancing user engagement.

TensorFlow

🌟 Well-versed in TensorFlow for developing scalable deep learning models, leveraging its powerful features for complex computations.

Convolutional Networks (CNN)

📷 Specialized in utilizing CNN architectures for image classification and object detection, contributing to state-of-the-art computer vision solutions.

ResNet

🚀 Familiar with ResNet architectures to improve deep learning model performance and tackle vanishing gradient issues.

SQL

🗄️ Experienced in writing complex SQL queries for efficient data extraction, manipulation, and reporting, ensuring data integrity and accessibility.

HTML & CSS

🌐 Basic knowledge of HTML and CSS for web development, enabling the creation of responsive and aesthetically pleasing front-end interfaces.

JavaScript

📜 Proficient in JavaScript for enhancing web applications with interactive features and dynamic content, utilizing frameworks like React for modern development.

Awards
Dean’s List
Independent University Bangladesh ∙ October 2024
Recognized for academic excellence by being named to the Dean’s List for the Autumn 2023 semester at Independent University, Bangladesh (IUB). Achieved this honor by maintaining a CGPA of 3.50 or higher during the semester.
Vice Chancellor’s List
Independent University Bangladesh ∙ October 2024
Honored on the Vice Chancellor’s List for the Spring 2023 semester at Independent University, Bangladesh (IUB). Achieved this recognition by maintaining a CGPA of 3.50 or higher for three consecutive semesters.
Dean’s Honors List
Independent University Bangladesh ∙ November 2023
Named to the Dean’s Honors List for the Spring 2022 semester at Independent University, Bangladesh (IUB). Achieved this distinction by maintaining a CGPA of 3.76 or higher during the semester.
Vice Chancellor’s Honors List
Independent University Bangladesh ∙ November 2023
Recognized on the Vice Chancellor’s Honors List for the Summer 2022 semester at Independent University, Bangladesh (IUB). Earned this distinction by maintaining a CGPA of 3.86 or higher for three successive semesters.
Vice Chancellor’s List
Independent University Bangladesh ∙ November 2023
Honored on the Vice Chancellor’s List for the Autumn 2022 semester at Independent University, Bangladesh (IUB). Achieved this recognition by maintaining a CGPA of 3.50 or higher for three consecutive semesters.
Dean’s List
Independent University Bangladesh ∙ November 2022
Recognized for academic excellence by being named to the Dean’s List for the Spring and Autumn 2021 semesters at Independent University, Bangladesh (IUB). Achieved this honor by maintaining a CGPA of 3.50 or higher during these semesters.
Dean’s List
Independent University Bangladesh ∙ September 2021
Recognized for academic excellence by being named to the Dean’s List for the Spring 2020 semester at Independent University, Bangladesh (IUB). Achieved this honor by maintaining a CGPA of 3.50 or higher during the semester.
Languages
100%
English
100%
Bangla
50%
Hindi
25%
Japanese
25%
French
50%
Urdu