Leon Emes

Key Skills

Software

Other

Mercor

Top Subject Matter

Finance/Private Credit

Finance/securities/commodities Domain Expertise

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Prompt Response Writing SFT

Freelancer Overview

Data Labeler and Evaluator (LLM). Brings 39+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other and Mercor. Education includes Professional Education Certificate, MIT and Bachelor of Science, City University London. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Data Labeler and Evaluator (LLM)

OtherText

At Mentis AI, I conducted prompt writing, rubric evaluation, data labeling, and response accuracy analysis focused on finance and private credit. The experience involved analyzing AI-generated responses to complex spreadsheets, memos, and presentations for accuracy and appropriateness. My work contributed to improving large language model (LLM) performance in financial contexts. • Evaluated financial text responses for correctness and coherence. • Labeled and reviewed AI outputs against provided rubrics in the finance domain. • Provided feedback for prompt engineering to enhance model responses. • Worked closely with AI researchers to support targeted AI optimizations.

At Mentis AI, I conducted prompt writing, rubric evaluation, data labeling, and response accuracy analysis focused on finance and private credit. The experience involved analyzing AI-generated responses to complex spreadsheets, memos, and presentations for accuracy and appropriateness. My work contributed to improving large language model (LLM) performance in financial contexts. • Evaluated financial text responses for correctness and coherence. • Labeled and reviewed AI outputs against provided rubrics in the finance domain. • Provided feedback for prompt engineering to enhance model responses. • Worked closely with AI researchers to support targeted AI optimizations.

2026 - 2026

AI Training Content Specialist

MercorTextPrompt Response Writing SFT

At Mercor, I participated in the training and development of AI models in collaboration with a leading AI lab. My responsibilities included real-world task writing, prompt analysis, and output evaluations on complex financial documents. This role covered projects in securities, commodities, and broader financial training for large AI models. • Wrote and curated training prompts and model outputs. • Analyzed AI responses to financial, accounting, and securities-related tasks. • Evaluated model understanding on memos, spreadsheets, and presentation texts. • Supported RLHF and supervised fine-tuning through scenario-based exercises.

At Mercor, I participated in the training and development of AI models in collaboration with a leading AI lab. My responsibilities included real-world task writing, prompt analysis, and output evaluations on complex financial documents. This role covered projects in securities, commodities, and broader financial training for large AI models. • Wrote and curated training prompts and model outputs. • Analyzed AI responses to financial, accounting, and securities-related tasks. • Evaluated model understanding on memos, spreadsheets, and presentation texts. • Supported RLHF and supervised fine-tuning through scenario-based exercises.

2025 - 2026

Education

Work History