Zamir H.

Key Skills

Software

Scale AI

Top Subject Matter

Finance

Coding

Information Technologies

Top Data Types

Text

Image

Computer Code Programming

Top Task Types

Text Summarization

Text Generation

Question Answering

Prompt + Response Writing (SFT)

Evaluation/Rating

Freelancer Overview

I bring a strong technical foundation to AI data training and labeling. Having passed advanced screenings in SQL, C++, and Python, I am highly skilled at evaluating complex datasets and refining inputs for machine learning models. My background includes a Microsoft 365 Fundamentals (MS-900) certification and IT support experience, ensuring I approach every project with an analytical mindset and a strict commitment to data integrity. What sets me apart is the elite work ethic and discipline I developed as a college athlete. Balancing a demanding schedule taught me exceptional time management, sharp attention to detail, and the ability to deliver precise results under tight deadlines. I am tech savvy, highly reliable, and ready to bring a lot of dedication to your AI training team.

Labeling Experience

Outlier

TextEvaluation/Rating

I have contributed to advanced data training and AI evaluation projects on Outlier, specifically working across specialized pipelines like Antechamber, Icarus, Phoenix, and Iris Gambit. Rather than handling basic microtasks, my role involved crafting complex engineering prompts, performing deep side by side response evaluations, and catching edge case bugs in code. Through these coding and advanced technical tracks, I focused on optimizing model logic, evaluating algorithmic reasoning, and fixing complex flaws before these AI models are shipped to millions of end users.

2025 - Present

Education

Work History