Professional Journey

Invisible Technologies Inc., USA

• Quality Analyst — Sept 2025 - Present
  • Evaluate completed tasks to ensure they meet campaign standards and align with the most up-to-date instructions.
  • Ensure outputs follow the latest processes, protocols, and updated instructions.
  • Track quality trends and highlight opportunities for process optimization.
    
    
• Coding Artificial Intelligence Trainer — Apr 2025 - Sept 2025
  • Evaluating and enhancing the code generation abilities of LLMs across diverse tasks.
  • Benchmarking LLM performance with a focus on accuracy, coherence, and task execution.
  • Analyzing model behavior to identify strengths, limitations, and behavioral patterns.
  • Contributing to ongoing research efforts to improve the robustness and reliability of LLMs.
    

• Advanced Artificial Intelligence Trainer — Feb 2025 - Mar 2025

• Intermediate Artificial Intelligence Trainer — Apr 2024 - Jan 2025
  • Teaching LLMs to better understand specific nuances, or contexts in video and audio data.
  • Identifying inconsistencies, biases, or errors in AI outputs and helping refine model behavior.
  • Continuously optimize model training workflows for greater efficiency and accuracy.
  • Maintain rigorous quality standards by iterating on feedback to improve model performance.

North South University, Bangladesh

• Research Assistant — Apr 2025 - Present
  Supervisor: Dr. Mohammad Rashedur Rahman
  • Optimizing advanced computational methods for resource-constrained devices.
  • Deploying and ensuring efficient performance of AI models in low-end hardware environments.
    
    
• Research Assistant — Dec 2023 - Sept 2024
  Supervisor: Dr. Shahnewaz Siddique
  • Develop and refine AI models for analyzing medical images, particularly MRI scans.
  • Research and apply privacy-preserving AI techniques.
  • Focus on implementing secure methods for clinical data exchange.

  This work led to the publication of the paper “Multi-Class Brain Tumor Classification of MRI Image using Federated Learning with Blockchain”, presented at IEEE Region 10 Symposium (TENSYMP) 2024.

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Organisational Roles

North South University ACM Student Chapter

Treasurer — 2022 [Certificate]

• Oversee fundraising efforts and financial initiatives to support chapter activities and events, increasing overall engagement and participation.
• Coordinate with ACM headquarters as well as NSU authorities to communicate chapter activities, financial status, and compliance with organizational guidelines.

Prior to this role, I managed the Corporate and the Publications team within the chapter. Additionally, I served as a mentor, assisting members in grasping course-related topics.

Institute of Electrical and Electronics Engineers (IEEE)

Student Member (Membership ID: 99693738)

Association for Computing Machinery (ACM)

Student Member (Membership ID: 0937726)

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Peer-Reviewer

• Expert Systems with Applications [Certificate]