Ahmed Menshawy

Key Skills

Software

Scale AI

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

RLHF

Fine Tuning

Evaluation Rating

Red Teaming

Freelancer Overview

I am an experienced AI model trainer and economics expert with a strong background in data annotation, prompt engineering, and rigorous evaluation of training data for large language models. My work spans multiple platforms, including Outlier, RWS, Mindrift, and Appen, where I have crafted expert-level prompts, conducted RLHF evaluations, and validated multimodal datasets involving economic charts, stock graphs, and complex visualizations. I specialize in auditing chain-of-thought reasoning for mathematical accuracy, red-teaming for safety and bias, and verifying multilingual data in English and Arabic. My technical toolkit includes Python, R, SQL, Stata, EViews, and advanced Excel, enabling me to ensure high-quality, logically consistent, and semantically accurate data for AI systems. I have contributed to high-impact projects such as Meta HEKA and Center for AI Safety’s global benchmarks, refining AI reasoning in economics, finance, and beyond.

Labeling Experience

Bilingual Audio Data Specialist & SME

AppenAudioSegmentationEmotion Recognition

Recorded and evaluated high-quality audio datasets in both English and Arabic to train speech recognition and natural language understanding models. Performed technical transcriptions, ensuring that complex financial and economic terminology was accurately captured and contextually correct. Audited AI-generated audio responses for phonetic accuracy, natural prosody, and linguistic nuances in a professional bilingual context.

Recorded and evaluated high-quality audio datasets in both English and Arabic to train speech recognition and natural language understanding models. Performed technical transcriptions, ensuring that complex financial and economic terminology was accurately captured and contextually correct. Audited AI-generated audio responses for phonetic accuracy, natural prosody, and linguistic nuances in a professional bilingual context.

2024

Senior Economist & Subject Matter Expert (SME)

Scale AITextRLHFFine Tuning

Applying advanced expertise as an Economist to refine AI reasoning in macroeconomics and financial analysis. This includes auditing Chain-of-Thought processes for mathematical accuracy and logical coherence in Projects Cipher and White Wolf. I specialize in crafting expert-level prompts involving econometric modeling and game theory to stress-test LLM reasoning.

Applying advanced expertise as an Economist to refine AI reasoning in macroeconomics and financial analysis. This includes auditing Chain-of-Thought processes for mathematical accuracy and logical coherence in Projects Cipher and White Wolf. I specialize in crafting expert-level prompts involving econometric modeling and game theory to stress-test LLM reasoning.

2023

Education

Work History