Jake.digital

Key Skills

Software

Don't disclose

Top Subject Matter

Medical Billing & Claims Validation

Healthcare Data Entry & HIPAA Compliance

Computer Vision & Retail Inventory Annotation

Top Data Types

Image

Top Task Types

Bounding Box

Freelancer Overview

My background in medical billing and transaction processing trained me to handle sensitive data with extreme precision, ensuring every entry for charges and claims was accurate before inputting it into the system. This experience taught me that small errors in data can cause major issues downstream, a standard I strictly apply to AI training. I put this discipline to work during a 5-month image annotation project where I trained AI to monitor retail shelves. My specific task was labeling images to teach the system how to tell the difference between full and empty stock. Unlike general labelers, I bring a habit of double-checking work derived from handling real-world financial and medical records, ensuring the visual data I process is reliable enough to train trustworthy models.

Labeling Experience

Bounding Box Annotation

ImageBounding Box

Executed precise bounding box annotation for a retail inventory management AI. Tasked with labeling individual products on store shelves to train computer vision models in detecting stock levels (full vs. empty). Leveraged a strong background in medical billing and transaction processing to maintain 99%+ accuracy in data entry and adherence to strict quality guidelines. Successfully contributed to a 5-month dataset used to automate out-of-stock detection for major retail chains.

2021 - 2021

Education

Work History