Cesar M.

Key Skills

Software

Label Studio

Prodigy

Top Subject Matter

Cybersecurity

Information Technology

Risk and Compliance

Top Data Types

Text

Document

Top Task Types

Text Summarization

Classification

Text Generation

Question Answering

Evaluation/Rating

Data Collection

Segmentation

Transcription

Freelancer Overview

I bring domain expertise in cybersecurity rather than a background in data labeling, which is precisely what AI training in this field requires. With a Master's degree in Cybersecurity from the University of San Diego and hands-on experience as an IT Technician, I have a working understanding of threat detection, network security, incident response, and social engineering — the areas where AI models most need expert human input to learn accurately. My value in this context is the ability to evaluate whether an AI-generated security response is technically sound, identify subtle errors that only a trained eye would catch, and craft prompts that probe the boundaries of what a model actually understands versus what it appears to understand. In my IT role I have conducted security audits, developed access control policies, responded to incidents, and translated technical findings into clear written documentation — skills that transfer directly to reviewing and improving AI outputs. I am detail-oriented, comfortable working independently in a remote environment, and able to assess cybersecurity content critically rather than accepting surface-level accuracy. I hold no prior AI training experience, but my domain knowledge in cybersecurity is what makes that experience worth building here.

Education

Work History