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Ali Hamza

Ali Hamza

AI Training Data Specialist - LLM Evaluation & Technical Annotation

PAKISTAN flag
Lahore, Pakistan
$20.00/hrIntermediateInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

TextText
VideoVideo

Top Label Types

Evaluation Rating
Computer Programming Coding
Function Calling
Prompt Response Writing SFT

Freelancer Overview

I have solid experience working with AI training data and quality assurance across several different areas. My background includes evaluating large language model responses for quality and accuracy, testing AI browser tools, and handling both image and video annotation projects. I've spent considerable time checking model outputs to ensure they meet the necessary standards and identifying areas where performance can be improved. What really sets my experience apart is my technical background in creating specialized training data. I've worked on training AI agents to perform specific tasks on virtual machines, and I've been involved in technical annotation projects where I record and annotate videos demonstrating coding tasks, data analytics workflows, and various development processes. This combination of annotation skills and hands-on technical knowledge helps me understand both the quality requirements for AI training and the technical accuracy needed for specialized domains. I'm comfortable working at the intersection of AI model training and real-world technical applications.

IntermediateEnglishUrdu

Labeling Experience

Tech Annotator

Internal Proprietary ToolingVideoComputer Programming Coding
Recorded and annotated detailed videos demonstrating technical tasks including coding workflows, data analytics processes, and software development procedures. Created high-quality training data for AI models by capturing screen recordings, labeling specific actions and sequences, and ensuring technical accuracy across all annotations.

Recorded and annotated detailed videos demonstrating technical tasks including coding workflows, data analytics processes, and software development procedures. Created high-quality training data for AI models by capturing screen recordings, labeling specific actions and sequences, and ensuring technical accuracy across all annotations.

2025

LLM Trainer

Internal Proprietary ToolingTextEvaluation RatingComputer Programming Coding
Evaluated and quality-checked large language model responses for accuracy, relevance, and adherence to guidelines. Reviewed model outputs across various prompts, identified performance issues, and provided detailed feedback to improve model training. The training data could be text, images, and code.

Evaluated and quality-checked large language model responses for accuracy, relevance, and adherence to guidelines. Reviewed model outputs across various prompts, identified performance issues, and provided detailed feedback to improve model training. The training data could be text, images, and code.

2025 - 2025

Education

C

COMSATS Institute of Information Technology

Bachelor of Science, Computer Science

Bachelor of Science
2018 - 2022
G

Govt. Islamia College, Railway Road

Intermediate, Pre-Engineering

Intermediate
2016 - 2018

Work History

G

Geniusxr

Software Engineer (React Native)

Lahore
2024 - Present
N

Nexusxperts

Associate Software Engineer (Trainee)

Lahore
2022 - 2023