Fardin Ahsan Sakib
Prev Applied Scientist Intern @ Amazon | PhD @ GMU | NLP Researcher
- Role
- Applied Research Scientist at Amazon
- Location
- Fairfax, VA, US
- LinkedIn followers
- 500 followers
About Fardin Ahsan Sakib
I am a doctoral researcher in Computer Science at George Mason University. My PhD…
Experience
Applied Research Scientist
Jun 2025 — Present · Seattle, WA, US
Developed comprehensive evaluation datasets and frameworks for multi-step tool calling workflows in distributed cloud systems, contributing methodologies for agentic AI assessment-Engineered simulation-based testing infrastructure that eliminated benchmarking costs while achieving 100% reproducibility across complex tool calling and API integration scenarios-Conducted systematic analysis of leading large language models (LLMs) on multi-step tool calling orchestration, identifying key failure modes and establishing quantitative performance baselines for production deployment
Education
George Mason University
Doctor of Philosophy - PhD, Computer Science
Scholarshome
Higher Secondary Certificate, Science
2014 — 2016
Islamic University of Technology
Bachelor of Science - BS, Computer Science and Engineering
Scholarshome
Secondary School Certificate, Science
2012 — 2014
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