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Abdullah Z.

Abdullah Z.

Software Engineer, AI — Code Evaluation & Training (Remote)

Pakistan flagFaisalabad, Pakistan

Key Skills

Software

No software listed

Top Subject Matter

Software Engineering
AI Labeling
Code Evaluation

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

Text SummarizationText Summarization
ClassificationClassification
Question AnsweringQuestion Answering
Text GenerationText Generation
Action RecognitionAction Recognition
Object DetectionObject Detection

Freelancer Overview

Technical Model Evaluator on Amazon Sys-Bench: Performed RLHF and instruction-following validation through K-way ranking and comparative analysis of AI-generated responses. Audited model outputs for logical consistency, factual grounding, and constraint satisfaction—identifying subtle instruction drift. LLM Trainer on Terminal Bench OTS: Engineered adversarial edge-case scenarios using Pytest, Docker, and Harbor CLI for containerized workload management and automated benchmarking.

Labeling Experience

Specialised in high-quality video annotation and data labeling supporting training and fine-tuning of large language mod

Specialised in high-quality video annotation and data labeling supporting training and fine-tuning of large language models (LLMs) on the Owl client project. Delivered contextually accurate annotations that improve model understanding across complex visual and textual tasks with focus on consistency and precision. Contributed to benchmark validation: Supported Amazon-Sysbench and Terminal-Bench projects through test execution analysis and debugging for reliable AI model evaluation.

Not specified

Education

M

Masters in SOftware Engineering

Degree not specified

Not specified
Not specified

Work History

C

Company not specified

Led architectural redesign of European holiday booking platform serving international EU audience, owning full-stack dev

Location not specified
Not specified