Objective

A passionate and driven researcher, expert in machine learning, deep learning, federated learning, NLP, generative AI, and quantum machine learning, with strong coding skills in Python, and other tools, eager to leverage my passion for innovation to deliver meaningful value to the world of computer science.

Research

  • Research Interests: Machine Learning, Deep Learning, Federated Learning, Generative Ai, Quantam Computing, Blockchain, Computer Vision
  • 12+ peer-reviewed publications | 15+ Q1 Journals | 45+ citations Learn more →
  • Supervision of 15+ research debutantes Learn more →
  • Active in AI research lab initiatives and academic process automation

Education

Master in Computer Science and Engineering

Passing Year: December, 2025
University of Asia Pacific
  • CGPA: 4.00 | Batch Rank #01
  • Thesis: "Secure Federated Learning for Sign Language Detection: Addressing Model Inversion Vulnerabilities with Differential Privacy"

B.Sc. in Computer Science and Engineering

Passing Year: December, 2021
University of Asia Pacific
  • CGPA: 3.88 | Batch Rank #02
  • Thesis: "Hate Speech Detection in Social Media Comments using BERT"

Secondary and Higher Secondary Education

Barisal Education Board
  • SSC (Science), 2013 — GPA 5.00
  • HSC (Science), 2015 — GPA 5.00

Experience

University of Asia Pacific

2023 - Present
Lecturer, Department of CSE
  • Teaching advanced courses in Machine Learning and AI
  • Supervising undergraduate research projects
  • Leading the AI Research Lab initiatives
  • Convenner: Software and Hardware Club, Dept. of CSE
  • Courses Conducted:
    • CSE 102: Introduction to Computer Programming Lab
    • CSE 104: Structured Programming Lab
    • CSE 108: Competitive Programming
    • CSE 304: Data Communication Lab
    • CSE 306: System Analysis & Design Lab
    • CSE 302: Object Oriented Programming II Lab: Visual and Web Design
    • CSE 301: Object Oriented Programming II: Visual and Web Design
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AMIR Lab

2022 - Present
Lead Researcher
  • Lead research in Federated Learning, and Generative AI
  • Supervising junior researchers and guiding publications
  • Collaborating on international projects and grants
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dotRedDigital

2021 - 2022
Information Technology Company
  • Full-stack Web Developer

Awards

Vice Chancellor's Award (GPA: 3.90+)

  • Fall 2018, University of Asia Pacific
  • Fall 2019, University of Asia Pacific
  • Spring 2020, University of Asia Pacific
  • Fall 2020, University of Asia Pacific
  • Spring 2021, University of Asia Pacific
  • 2021, University of Asia Pacific

Dean's Award (GPA: 3.75+)

  • Fall 2017, University of Asia Pacific
  • Spring 2019, University of Asia Pacific

Contest Winner

  • 2020 – Inside CSE, Film And Photography Club, UAP (Watch)

Other Recognitions

  • Secured Bronze Award – International Blockchain Olympiad, for project Trusted Traceability Service
  • Emerging Leader 2024 Award.

Skills

Programming

  • Python
  • TensorFlow
  • PyTorch
  • Java
  • C
  • C++
  • JavaScript
  • HTML
  • CSS
  • Django(Web Framework) - Expert

Machine Learning

  • Deep Learning
  • Federated Learning
  • Computer Vision
  • NLP
  • Quantam Machine Learning
  • Generative AI
  • Blockchain

Tools & Technologies

  • Git
  • GitHub
  • AWS
  • Linux

References

Dr. Aloke Kumar Saha

Dr. Aloke Kumar Saha

Professor, Dept. of CSE, UAP

Role: Thesis Supervisor

Email: aloke@uap-bd.edu

Available for: Academic and Professional References

Dr. Firoz Mridha

Dr. Firoz Mridha

Professor, AIUB | Director, AMIR Lab

Role: Research Mentor

Email: firoz.mridha@aiub.edu

Highlights: Ranked in World’s Top 2% Scientists, 5000+ Citations

Available for: Academic and Professional References