Eugene Muinde

Key Skills

Software

CVAT

Labelbox

Mercor

OpenCV AI Kit (OAK)

Mindrift

OneForma

Remotasks

Appen

Toloka

Top Subject Matter

General AI/Conversational AI

Speech Recognition/Conversational AI

Computer Vision/Object Detection

Top Data Types

Image

Video

Text

Audio

Document

Top Task Types

Classification

Bounding Box

Segmentation

Point Key Point

Cuboid

Object Detection

Question Answering

Text Summarization

Transcription

Evaluation Rating

Data Collection

Function Calling

Prompt Response Writing SFT

Text Generation

Red Teaming

RLHF

Freelancer Overview

Freelance AI Trainer & Data Labeler. Core strengths include Neevo, Remotasks, and Appen. AI-training focus includes data types such as Text, Audio, and Image and labeling workflows including Classification, Transcription, and Bounding Box.

Labeling Experience

Freelance AI Trainer & Data Labeler (RLHF Evaluator)

TextRLHF

I evaluated chatbot responses for clarity, relevance, and compliance during reinforcement learning from human feedback (RLHF) tasks. My feedback cycles directly contributed to improvements in large language model (LLM) performance. I consistently provided structured feedback that enhanced user experience and reduced error rates. • Rated and reviewed LLM-generated responses in chat settings • Checked for compliance with project-specific guidelines • Identified and escalated problematic or unclear chatbot outputs • Helped optimize LLM responses through targeted feedback

I evaluated chatbot responses for clarity, relevance, and compliance during reinforcement learning from human feedback (RLHF) tasks. My feedback cycles directly contributed to improvements in large language model (LLM) performance. I consistently provided structured feedback that enhanced user experience and reduced error rates. • Rated and reviewed LLM-generated responses in chat settings • Checked for compliance with project-specific guidelines • Identified and escalated problematic or unclear chatbot outputs • Helped optimize LLM responses through targeted feedback

2023 - Present

Freelance AI Trainer & Data Labeler

AudioTranscription

During my tenure as a freelance AI trainer and data labeler, I worked extensively on audio datasets. My responsibilities included speech transcription and speaker labeling for various AI training platforms. I focused on accuracy and detailed data capture throughout each project. • Transcribed speech audio files for machine learning models • Labeled and tagged multiple speakers in audio samples • Delivered datasets suitable for training speech recognition systems • Maintained high compliance with project standards

During my tenure as a freelance AI trainer and data labeler, I worked extensively on audio datasets. My responsibilities included speech transcription and speaker labeling for various AI training platforms. I focused on accuracy and detailed data capture throughout each project. • Transcribed speech audio files for machine learning models • Labeled and tagged multiple speakers in audio samples • Delivered datasets suitable for training speech recognition systems • Maintained high compliance with project standards

2023 - Present

Freelance AI Trainer & Data Labeler

TextClassification

As a freelance AI trainer and data labeler, I was responsible for annotating text datasets for sentiment analysis and intent classification. My work involved evaluating chatbot responses, providing feedback, and ensuring labeling accuracy. I also participated in RLHF cycles to improve AI model performance. • Annotated large volumes of text data with 100% accuracy • Evaluated prompt responses for clarity and compliance • Provided structured feedback that reduced model error rates • Contributed to top-ranking annotation cycles

As a freelance AI trainer and data labeler, I was responsible for annotating text datasets for sentiment analysis and intent classification. My work involved evaluating chatbot responses, providing feedback, and ensuring labeling accuracy. I also participated in RLHF cycles to improve AI model performance. • Annotated large volumes of text data with 100% accuracy • Evaluated prompt responses for clarity and compliance • Provided structured feedback that reduced model error rates • Contributed to top-ranking annotation cycles

2023 - Present

Independent Data Annotation Specialist

CVATImageClassificationBounding Box

I was responsible for annotating both text and image datasets using classification and tagging techniques. My role required strict adherence to annotation guidelines to ensure consistent labeling standards. I also conducted extensive quality checks to maintain high data accuracy. • Annotated images using classification tools and methods • Implemented tagging for various objects in the datasets • Utilized platforms like CVAT, Labelbox, and Remotasks for annotation tasks • Performed regular quality control reviews to ensure labeling precision

I was responsible for annotating both text and image datasets using classification and tagging techniques. My role required strict adherence to annotation guidelines to ensure consistent labeling standards. I also conducted extensive quality checks to maintain high data accuracy. • Annotated images using classification tools and methods • Implemented tagging for various objects in the datasets • Utilized platforms like CVAT, Labelbox, and Remotasks for annotation tasks • Performed regular quality control reviews to ensure labeling precision

2023 - Present

Education

Work History