Professional Journey

Invisible Technologies Inc., USA

Coding Artificial Intelligence Trainer —Apr 2025 - Present

  • 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.

Organizational Roles

North South University ACM Student Chapter

Treasurer — 2022

  • 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


Association for Computing Machinery (ACM)

Student Member