Jesse S.

Key Skills

Software

Other

Top Subject Matter

Applied NLP

code-focused evaluation

general reasoning quality assurance

Top Data Types

Text

Document

Top Task Types

Data Collection

Red Teaming

Freelancer Overview

Freelance AI Data Annotator & Model Evaluator (Remote). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Master of Science, The University of Texas at Dallas (2024) and Bachelor of Science, The University of Texas at Dallas (2022). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Freelance AI Data Annotator & Model Evaluator (Remote)

OtherText

Freelance AI data annotation and model-output evaluation across multiple AI training platforms, focusing on scoring and ranking responses using structured rubrics. The work included reviewing for accuracy, coherence, helpfulness, and factuality, as well as identifying hallucinations, logical errors, and code defects. Tasks also involved prompt/response critique and independent quality assurance across large task batches. • Labeled and evaluated chat-response quality and general-knowledge answers • Applied rubric-based rating and preference rankings between model outputs • Conducted red-team style checks for hallucinations, inconsistencies, and reasoning issues • Reviewed and corrected Python/SQL snippets for correctness, efficiency, and style

2024 - Present

Junior Data Analyst / Software Developer - ISHIR

Red Teaming

Built and maintained Python and SQL scripts to support internal reporting and analytics workflows. Cleaned, labeled, and validated datasets to improve data quality for downstream analysis. Wrote technical documentation and participated in code review to strengthen maintainability and evaluation-ready rigor. • Developed automated data-processing pipelines using Python and SQL • Performed dataset validation and edge-case handling • Produced clear technical documentation for internal stakeholders • Contributed to code reviews and quality improvements in a collaborative environment

2022 - 2024

Junior Data Analyst / Software Developer (Dataset labeling & QA)

OtherTextData Collection

Worked on cleaning, labeling, and validating datasets that were used for downstream reporting and analytics. The responsibilities emphasized dataset quality checks, handling edge cases, and preparing data for analysis pipelines. Although not positioned as an annotation-only role, the dataset labeling and validation duties were integral to the data preparation workflow. • Cleaned datasets and performed validation for data quality • Labeled datasets for downstream analytics usage • Managed data edge cases to improve reliability of reports • Produced clear technical documentation and supported code review

2022 - 2024

Education

Work History