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

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
  • Convener: 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
    • CSE 301: Object Oriented Programming II
View Profile
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
View Profile
dotRedDigital
2021 – 2022
Full-stack Web Developer

Awards

Vice Chancellor's Award (GPA 3.90+)

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

Dean's Award (GPA 3.75+)

  • Fall 2017, Spring 2019 — University of Asia Pacific

Contest & Other Recognitions

  • 2020 — Inside CSE, Film And Photography Club, UAP (Watch)
  • Bronze Award — International Blockchain Olympiad, project Trusted Traceability Service
  • Emerging Leader 2024 Award

Skills

Programming

  • Python
  • TensorFlow & PyTorch
  • Java · C · C++
  • JavaScript · HTML · CSS
  • Django (Expert)

Machine Learning

  • Deep Learning
  • Federated Learning
  • Computer Vision & NLP
  • Quantum ML
  • Generative AI
  • Blockchain

Tools

  • 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 & Professional References
Dr. Firoz Mridha

Dr. Firoz Mridha

Professor, AIUB · Director, AMIR Lab

Role: Research Mentor
Email: firoz.mridha@aiub.edu
Highlights: World's Top 2% Scientists, 5000+ Citations
Available for: Academic & Professional References