Ivan Kaine B.

Key Skills

Software

Appen

Clickworker

Data Annotation Tech

iMerit

Labelbox

Mercor

Mindrift

OneForma

Remotasks

Scale AI

SuperAnnotate

Toloka

Other

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor

Audio

Computer Code Programming

Document

Geospatial Tiled Imagery

Image

Text

Video

Top Task Types

Action Recognition

Audio Recording

Bounding Box

Classification

Computer Programming/Coding

Data Collection

Diagnosis

Evaluation/Rating

Fine-tuning

Function Calling

Mapping

Object Detection

Prompt + Response Writing (SFT)

Question Answering

Red Teaming

RLHF

Segmentation

Text Generation

Text Summarization

Transcription

Translation/Localization

Freelancer Overview

I am an experienced Generative AI specialist and data annotation professional with over 7 years working across AI training data pipelines, model evaluation, and prompt engineering. My background includes hands-on expertise in multimodal data annotation, including image, video, and audio labeling for AI training, as well as rubric creation, preference ranking, and structured feedback for both NLP and coding tasks. I have contributed to large-scale LLM evaluation projects, focusing on improving model accuracy, safety, and contextual relevance, and have worked extensively with tools and frameworks such as TensorFlow, PyTorch, Python, and SQL. My domain experience spans STEM subjects—like physics, chemistry, electronics, and engineering—as well as general technical and scientific content. I am skilled in red teaming, fact checking, and agent behavior analysis, and have collaborated closely with engineers and data scientists to ensure high-quality, reliable AI systems.

Labeling Experience

Video Diarization Expert

OtherVideoTranscription

I did lots of projects in Alignerr, Outlier, micro1, Appen (Crowdgen), iMerit, Meridial, Mercor, and even local AI projects that I could not count.

2025 - 2025

Alignerr

LabelboxComputer Code ProgrammingBounding BoxRed Teaming

I did lots of projects in Alignerr, Outlier, micro1, Appen (Crowdgen), iMerit, Meridial, Mercor, and even local AI projects that I could not count.

2025 - 2025

Mindrift

MindriftDocumentText Generation

I did lots of projects in Alignerr, Outlier, micro1, Appen (Crowdgen), iMerit, Meridial, Mercor, and even local AI projects that I could not count.

2024 - 2025

Outlier

Scale AITextRLHFFine-tuning

I did lots of projects in Alignerr, Outlier, micro1, Appen (Crowdgen), iMerit, Meridial, Mercor, and even local AI projects that I could not count.

2023 - 2025

Education

Work History