Lisa Hershman

Key Skills

Software

Remotasks

Toloka

Top Subject Matter

Large Language Models

Programming Domain Expertise

Text Processing

Top Data Types

Text

Audio

Document

Top Task Types

RLHF

Transcription

Prompt Response Writing SFT

Computer Programming Coding

Evaluation Rating

Data Collection

Freelancer Overview

Data Annotation Specialist (Contract). Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Remotasks, Toloka, and Internal. Education includes Bachelor of Science, University of Washington (2013). AI-training focus includes data types such as Text and Audio and labeling workflows including RLHF, Transcription, and Prompt + Response Writing (SFT).

Labeling Experience

Data Annotation Specialist (Contract)

RemotasksTextRLHF

As a Data Annotation Specialist at Remotasks, I annotated text and code data for training large language models. My responsibilities included evaluating AI-generated responses and ensuring logical, well-formatted outputs. I completed high volumes of annotation while maintaining exceptional quality standards. • Conducted text and code evaluations for AI language model improvements. • Maintained a 98% quality score across all annotation tasks. • Annotated over 200 tasks per week for RLHF purposes. • Recognized by QA for highest accuracy in code evaluation.

As a Data Annotation Specialist at Remotasks, I annotated text and code data for training large language models. My responsibilities included evaluating AI-generated responses and ensuring logical, well-formatted outputs. I completed high volumes of annotation while maintaining exceptional quality standards. • Conducted text and code evaluations for AI language model improvements. • Maintained a 98% quality score across all annotation tasks. • Annotated over 200 tasks per week for RLHF purposes. • Recognized by QA for highest accuracy in code evaluation.

2022 - 2023

Freelance Technical Writer & Transcriber

TolokaAudioTranscription

As a freelance Technical Writer and Transcriber, I transcribed technical audio files and produced structured responses for use in AI training. My work supported prompt engineering and AI understanding of technical content. I ensured all transcripts and prompts met high standards for accuracy and clarity. • Transcribed over 150 technical audio tasks for prompt engineering. • Delivered structured prompt-response pairs for AI understanding. • Achieved a 4.9/5 client rating for reliability and precision. • Supported validation of AI-generated code snippets.

As a freelance Technical Writer and Transcriber, I transcribed technical audio files and produced structured responses for use in AI training. My work supported prompt engineering and AI understanding of technical content. I ensured all transcripts and prompts met high standards for accuracy and clarity. • Transcribed over 150 technical audio tasks for prompt engineering. • Delivered structured prompt-response pairs for AI understanding. • Achieved a 4.9/5 client rating for reliability and precision. • Supported validation of AI-generated code snippets.

2020 - 2022

AI Training Prompt Library (Personal Project)

TextPrompt Response Writing SFT

For my personal AI Training Prompt Library project, I built a dataset of prompt-response pairs focused on debugging and logic problems. The dataset was used for testing and improving AI model accuracy on coding tasks. My efforts contributed to AI model performance evaluation and refinement. • Created 100+ prompt-response pairs for Python coding challenges. • Focused on debugging, logic, and code understanding prompts. • Used dataset for systematic AI performance testing. • Enhanced evaluation of code-focused AI model outputs.

For my personal AI Training Prompt Library project, I built a dataset of prompt-response pairs focused on debugging and logic problems. The dataset was used for testing and improving AI model accuracy on coding tasks. My efforts contributed to AI model performance evaluation and refinement. • Created 100+ prompt-response pairs for Python coding challenges. • Focused on debugging, logic, and code understanding prompts. • Used dataset for systematic AI performance testing. • Enhanced evaluation of code-focused AI model outputs.

Not specified

Education

Work History