Dennis K.

Key Skills

Software

iMerit

Mercor

Micro1

Mindrift

OneForma

Top Subject Matter

TECHNOLOGY

FINANCE

HEALTHCARE

Top Data Types

Video

Image

Audio

Top Task Types

Segmentation

Bounding Box

Polygon

Point/Key Point

Cuboid

Text Generation

Object Detection

Question Answering

Evaluation/Rating

Transcription

Computer Programming/Coding

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

I have hands-on experience in data annotation and AI training data through multiple remote projects focused on video, text, and image labeling for machine learning workloads. My work has involved applying detailed project guidelines (similar to ATLAS-style action labeling) to segment videos, identify task-relevant hand–object interactions, choose the correct level of granularity, and avoid subjective or speculative language so the resulting datasets are consistent and high-quality for model training. I’m comfortable working with long-form video, dense action sequences, and edge cases where deciding when to split/merge segments or when to use coarse labels

Education

Work History