Bone T.

Key Skills

Software

No software listed

Top Subject Matter

Computer vision defect detection for automotive imagery

Autonomous driving data annotation (road markings, traffic flows, signals)

Robotics action annotation from video (behavior segmentation)

Top Data Types

Image

Video

Document

Text

Top Task Types

Object Detection

Classification

Action Recognition

Data Collection

Freelancer Overview

Data Labeler/Defect Detection. Brings 9+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science in Information Technology, ACLC College of Butuan Inc. (2013) and High School Diploma, San Vicente National High School (2006). AI-training focus includes data types such as Image, Video, and Document and labeling workflows including Object Detection, Classification, and Action Recognition.

Labeling Experience

Data Harmonization Manager

DocumentData Collection

Collected data by organizing files and retrieving information from servers. Conducted internet research to complete missing details and ensure completeness of records. Exported data to servers for specific downstream uses and harmonized datasets into a bespoke software workflow. • Organized and collected server-based data • Performed internet research to enrich details • Exported datasets for specific usage • Harmonized data into “Log Maintainer” software

2015 - 2022

Data Annotator/Robotics

VideoAction Recognition

Annotated robotic arm behaviors such as pick, drop, hand-off, grasp, fold, pile, and roll over. Labeled corresponding video clips for each robotic arm behavior to support action recognition training. Recorded or applied the intended command inputs for robotic arm operations as part of the labeling workflow. • Labeled robotic arm behavior segments (pick/drop/hand-off) • Annotated video clips for each behavior • Captured grasping and folding-related actions • Documented input commands for robotic systems

Not specified

Data Annotator/Lidar Top Down

ImageClassification

Annotated road markings from a top-down lidar (LTD) view and from a camera view. Labeled traffic flows required for self-driving car perception and associated behaviors. Identified traffic rules and regulations from traffic signs and signals and linked traffic lights and signals to the vehicles’ paths. • Annotated road markings across lidar and camera views • Labeled traffic flows for autonomous driving • Mapped traffic signs/signals to driving rules • Linked traffic lights/signals to self-driving paths

Not specified

Data Labeler/Defect Detection

ImageObject Detection

Performed defect detection on imaged car panels by identifying and annotating defects with the correct attributes. Ensured annotations were accurate and consistent for downstream analysis. Followed required labeling guidelines to improve detection quality. • Annotated defects on car panel images • Applied correct defect attributes • Conducted defect identification from imaged inputs • Maintained labeling consistency

Not specified

Education

Work History