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Zeiad Gamal

@zeiadgamal

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AI training and evaluation contributor at Labelbox who authored benchmark-grade coding tasks for frontier AI models.

Egypt

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At AfterQuery (Project Silver / Fenrir), I authored repository-grounded software-engineering tasks for training and evaluating coding agents. I built SWE-bench-style workflows with machine-verifiable tests, reference fixes, and validation artifacts; five private repositories I submitted were approved for AI-training use.

As a freelance software engineer, I shipped the customer service and supplier modules of Ruvale’s custom ERP platform into live client use within three months. I’ve also evaluated AI-generated Python and C# code, and built projects including EyeLink, an AI accessibility app that received a Grade A+.

Experience

Work history, roles, and key accomplishments

Current

AI Training / Evaluation Contributor

Current

Labelbox

Jan 2026 - Present (10 months)

Built and delivered a CLI-based software-engineering workflow for model training and evaluation, with structured task execution and valid automated tests. Evaluated AI-agent actions and outputs for correctness, instruction following, completeness, and reasoning quality.

Python CLI Testing Automation Model Evaluation Agent Evaluation

Current

AI Benchmark & Codebase Contributor

Current

AfterQuery

Jan 2026 - Present (10 months)

Authored repository-grounded software-engineering tasks for training and evaluating coding agents, including automated tests, reference fixes, and validation artifacts. Built SWE-bench-style workflows and contributed bug-focused training work through Fenrir-style workflows.

SWE Bench Fail To Pass Tests Pass To Pass Tests Automated test suites Regression Testing Docker Python C#

Current

Freelance Software Engineer / Client Solutions

Current

Independent (Ruvale and other clients)

Jan 2026 - Present (10 months)

Shipped the customer service and supplier modules of a 10-module custom ERP/business platform for Ruvale into live client use within 3 months, translating business requirements into workflows, data models, interfaces, and implementation milestones. Owned client communication around scope, revisions, technical trade-offs, and delivery.

ERP Data Modeling Workflow Design Client Communication Fullstack Development

Current

AI Code Evaluator, General Annotator & Prompt Engineer

Current

Outlier

Sep 2025 - Present (1 year 2 months)

Evaluated AI-generated Python and C# code, reasoning, math, and multi-step task completion against detailed rubrics and functional requirements. Designed adversarial and edge-case prompts to expose hallucinations, logic defects, context loss, async/concurrency issues, memory constraints, and maintainability problems.

Python C#Prompt Engineering Adversarial Evaluation Rubric Based Review Failure Analysis Code Execution Security Performance Maintainability

Full-Stack Developer Trainee

Digital Egypt Pioneers Initiative (DEPI)

Nov 2024 - May 2025 (6 months)

Completed hands-on training in .NET 8, ASP.NET Core MVC, SQL Server, clean architecture, Git, and Agile development, and built a production-style fitness management platform.

.NET 8+ASP.NET Core MVC SQL Server Clean Architecture Git Agile

AI Fundamentals Trainee

Zewail City of Science, Technology and Innovation

Sep 2024 - Oct 2024 (1 month)

Studied machine learning, computer vision, Python-based AI development, and applied AI problem-solving.

Machine Learning Computer Vision Python

Education

Degrees, certifications, and relevant coursework

Al-Obour High Institute

Bachelor of Computer Science, Computer Science

Grade: Good (GPA 2.9)

Bachelor of Computer Science degree from Al-Obour High Institute, with a graduation project on an AI-powered accessibility app.

Digital Egypt Pioneers Initiative (DEPI)

Full-Stack Developer Trainee, Full-Stack Development

2024 - 2025

Completed hands-on training in .NET 8, ASP.NET Core MVC, SQL Server, clean architecture, Git, and Agile development, and built a production-style fitness management platform.