Eman Ilyas
@emanilyas
Business analyst at Turing evaluating AI systems through performance benchmarks and analysis of model outputs.
PakistanWhat I'm looking for
At Turing, I contribute to designing and running performance benchmarks that evaluate AI systems, including Terminal Bench, OS Bench, and NVIDIA Bench. I analyze model-output and evaluation data to assess accuracy, reliability, and performance.
I also apply data preprocessing and quality-control techniques to keep benchmark datasets clean, consistent, and ready for analysis. At Mercor, I led code-generation, optimization, and debugging workflows for AI-assisted development tasks.
At Alibaba APAC OS World, I directed data refinement and system-level operations in an Ubuntu desktop environment, and followed annotation protocols aligned with project benchmarks. As a Lecturer / Instructor / TA at FAST NUCES, I designed coursework in Business Analytics and guided students through data applications and statistical tools.
My projects include a Python and Tkinter retail inventory application, machine-learning work on fraud detection and weather prediction, and a deep-learning project on multiple object detection. I use SQL, Python, and analytics tools to turn complex data into insights, reports, and dashboards.
Experience
Work history, roles, and key accomplishments
Led code generation, optimization, and complex debugging workflows for AI-assisted development tasks. Applied advanced problem-solving methodologies to validate software development workflows and maximize model efficiency.
Contributed to designing and running performance benchmarks for AI systems, analyzing model-output data to measure accuracy and reliability. Applied data-preprocessing and quality-control techniques to maintain clean, analysis-ready datasets.
Lecturer / Instructor / TA
FAST NUCES
Aug 2021 - Jan 2026 (4 years 5 months)
Designed and delivered instructional content for advanced coursework in Business Analytics, guiding students through data applications and statistical tools. Facilitated professional growth in Business Communication by mentoring students on presentation delivery, report structuring, and corporate communication strategies.
AI Data Annotation Specialist
Alibaba APAC OS World
Jan 2025 - Dec 2025 (11 months)
Directed data refinement and system-level operations within an Ubuntu desktop environment to improve training data quality for regional AI models. Executed precise data annotation protocols ensuring strict accuracy and alignment with project benchmarks.
Education
Degrees, certifications, and relevant coursework
FAST NUCES
Masters in Business Analytics, Data Preprocessing and Large Language Models, Dashboards
2021 - 2023
Masters in Business Analytics with a major in Data Preprocessing and Large Language Models, Dashboards.
FAST NUCES
Bachelors in Business Administration, Marketing
2017 - 2021
Bachelors in Business Administration with a major in Marketing.
Tech stack
Software and tools used professionally
Availability
Location
PakistanAuthorized to work in
Salary expectations
Job categories
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