Key Skills

Software

Argilla

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Document

Text

Top Task Types

Computer Programming Coding

Evaluation Rating

Prompt Response Writing SFT

RLHF

Text Generation

Freelancer Overview

I specialize in turning raw maintenance data—multisensor time-series (vibration, temperature, current), CMMS/SCADA logs, and inspection imagery—into reliable training datasets for predictive maintenance. I design failure taxonomies from FMEA/FMECA, define labeling guidelines, and create ground-truth targets such as health states, failure windows, and Remaining Useful Life (RUL). On the vision side, I annotate and review defect classes (wear, corrosion, leaks, surface anomalies) and build OCR datasets from nameplates/work orders to link events back to assets—producing clean, model-ready data for anomaly detection and prognosis.

Labeling Experience

Education

Work History