Ahmed Y.

Key Skills

Software

Don't disclose

Top Subject Matter

STEM (Civil Engineering, Physics, Advanced Mathematics) and Multimodal AI Training

BIM/CAD Engineering Models and Structural Layout Data

Top Data Types

3D Sensor

Text

Image

Top Task Types

Data Collection

RLHF

Entity (NER) Classification

Freelancer Overview

Independent AI Consultant & Technical Evaluator (AI code review, multimodal QA, STEM fact-checking, ground-truth/prompt . Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Internal, and Proprietary Tooling. Education includes Bachelor of Engineering, Cairo University (2020). AI-training focus includes data types such as Computer Code, Programming, and 3D Sensor and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Independent AI Consultant and Technical Evaluator - Upwork

TextRLHFEntity (NER) Classification

You reviewed and optimized AI-generated code snippets across multiple programming languages while focusing on correctness, logic, and execution efficiency. You validated technical accuracy in STEM-oriented software deliverables and supported complex engineering workflows through careful code auditing. You also authored high-quality prompt materials intended for advanced LLM usage under training frameworks. • Reviewed and debugged Python, C++, C#, and JavaScript code for logic and performance. • Evaluated multimodal model outputs with a focus on visual quality and rendering artifacts. • Ensured technical accuracy for Civil Engineering, Physics, and advanced mathematics topics. • Created ground-truth training data and multi-turn prompts for LLM workflows.

2023 - Present

Independent AI Consultant & Technical Evaluator (AI code review, multimodal QA, STEM fact-checking, ground-truth/prompt creation)

Don't disclose

Conducted AI training support work by reviewing and optimizing AI-generated code snippets for logic and efficiency across multiple languages. Performed technical evaluation and quality checks for multimodal AI model outputs, focusing on visual rendering artifacts, composition, and overall quality. Validated STEM-related technical accuracy for AI projects spanning Civil Engineering, Physics, and advanced mathematics. • Code auditing and optimization for Python, C++, C#, and JavaScript • Multimodal QA of image/video rendering quality and composition • STEM fact-checking and technical accuracy validation • Ground-truth style dataset creation and multi-turn prompt authoring for LLM training frameworks

2023 - Present

Structural & BIM Automation Engineer (engineering data preparation via BIM/CAD automation)

3D SensorData Collection

Built automation scripts and workflows to extract detailed engineering/BIM models and structural layouts for structured downstream use. Developed custom Python and C# tooling to automate repetitive drafting and design workflows via CAD/BIM APIs. Managed advanced BIM workflows to generate consistent engineering outputs suitable for technical data preparation. • Automated drafting and design workflow execution using Revit/AutoCAD APIs • Extracted structural layouts and detailed engineering models • Supported structured dataset preparation from engineering BIM sources • Managed and streamlined BIM workflow operations for repeatable outputs

2021 - Present

Education

Work History