Charly F.

Key Skills

Software

Other

Top Subject Matter

LLM output evaluation and prompt quality assessment (EN/ES)

Structured data processing and statement generation (royalty management)

Legal Services & Contract Review

Top Data Types

Text

Document

Video

Top Task Types

Data Collection

Evaluation/Rating

Freelancer Overview

AI Prompting, Evaluation & Workflow Integration (Personal Project). Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Google Cybersecurity Certificate, Google and Google AI Implementation Certificate, Google. AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

AI Prompting, Evaluation & Workflow Integration (Personal Project)

OtherText

Provided structured evaluation of AI-generated outputs to assess quality against defined criteria across multiple professional workflows. Identified issues such as hallucinations, inconsistencies, and quality gaps in both text and reasoning outputs. Documented findings and improved prompt frameworks to enhance consistency and reproducibility over repeated projects. • Evaluated outputs for accuracy, coherence, and completeness. • Used rubric-based criteria to rate and compare responses. • Checked text and creative task responses for reliability. • Iterated prompts based on observed failure patterns.

2023 - Present

Royalty Systems Onboarding & Data Management (Personal/Portfolio Project)

OtherDocumentData Collection

Executed an end-to-end structured data management workflow to generate royalty management statements from imported records. Performed multi-step processing across payees, contracts, tracks, and reporting periods with emphasis on correctness and documentation. Ensured zero-error execution under operational conditions by validating imports and generated outputs. • Imported and organized data for 40 payees and 40 contracts. • Processed periods and generated 40 statements from 100+ tracks. • Maintained structured workflow documentation and quality checks. • Performed end-to-end QA to avoid errors in generated outputs.

2025 - 2025

Education

Work History