Resume

General Information

Full Name Md Shahedul Haque
Languages English, Bangla

Education

  • 2025
    MS in Computer Science
    Virginia Tech, USA
    • Machine Learning
    • Cybersecurity
    • Medical Image Analysis
    • Research experience
      • Intrusion Detection Systems
      • Generative Adversarial Networks (GAN)
      • Federated Learning
  • 2021
    BSc in Computer Science and Engineering
    Bangladesh University of Engineering and Technology (BUET)
    • Basic foundation of Computer Science
    • Programming languages: C, C++, Python, Java
    • Data Structures and Algorithms
    • Final Year Thesis
      • Topic: On age prediction from facial images in presence of facial expressions
      • Description: Developed a machine learning-based model to address and mitigate the challenges of age prediction from facial images, particularly in the presence of varying facial expressions. The model leverages facial landmark based feature extraction and feature engineering to improve accuracy and robustness.

Experience

  • 2022 - 2025
    Graduate Research Assistant
    Virginia Tech, USA
    • Explore security and privacy issues of machine learning models
    • Studied adversarial machine learning and federated learning
    • Developed Intrusion Detection Systems using machine learning techniques
    • Key skills and technologies
      • Intrusion Detection System (IDS)
      • Generative Adversarial Network (GAN)
      • Federated Learning (FL), Reinforcement Learning (RL), Split Learning,
      • Feature Engineering, Model Explainability
      • PyTorch, TensorFlow, Scikit-Learn, Keras, matPlotlib, Seaborn
      • Python, R
  • Summer 2024
    Research Trainee
    Children’s National Medical Center, Washington DC, USA
    • Find out and exploit vulnerability of Machine Learning models deployed in medical fields
    • Launch attack on privacy-preserving machine learning models to harm the fairness and performance
    • Key skills and technologies
      • Federated Learning (FL)
      • Fairness in AI, Data heterogeneity
      • Model and hyperparameter fine-tuning
      • NVFlare, MONAI, nnUNet, SciPy
  • 2021
    Software Developer
    Loosely Coupled Technologies Sdn Bhd, Dhaka, Bangladesh
    • Design front end with AngularJS and implement the server side of web applications using Node.js
    • Write web services in MSSQL through stored procedures
    • Perform on (client’s) demand basis integration and development using Visual Studio
    • Communicate with the Malaysian business team to reflect the aspired changes in development
    • Key skills and technologies
      • Web Development, Software Development Lifecycle (SDLC)
      • JavaScript (Node.js, AngularJS), HTML, CSS
      • Relational Database Management System (MSSQL)
      • Version Controlling (Git, Visual Studio)