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Cheruiyot Billypaul

Cheruiyot Billypaul

Experienced Freelancer in Data Labeling, Mechatronics, and AI Evaluation.

Kenya flagNAIROBI, Kenya
$18.00/hrExpertClickworkerCloudfactoryData Annotation Tech

Key Skills

Software

ClickworkerClickworker
CloudFactoryCloudFactory
Data Annotation TechData Annotation Tech
MindriftMindrift
RemotasksRemotasks
TolokaToloka
Scale AIScale AI

Top Subject Matter

AI Evaluation and Text Generation in English
Mechatronics Systems Analysis and Evaluation
AI Training and Data Labeling in Self-Driving Car Imagery

Top Data Types

AudioAudio
DocumentDocument
TextText

Top Task Types

Evaluation Rating
Prompt Response Writing SFT
Question Answering
Text Generation
Text Summarization

Freelancer Overview

I have a profound experience in data labeling and training AI models for various purposes, such as self-driving car imagery and mechatronics systems. My strength is in the proper labeling and categorization of large data sets especially in providing quality training data for AI models. Due to my detailed orientation and the knowledge of AI basics, I am able to provide accurate labeling services. Other than data labeling my strength, I have adequate experience in mechatronics which can help me assess complicated systems. Besides, my working knowledge of the AI evaluation and generation of the text in English makes me capable of working in a variety of AI related projects. Through hard work and embrace of change I am a great fit for the job in advanced AI training and data labeling.

ExpertGermanEnglishSpanish

Labeling Experience

Scale AI

Remotask

Scale AITextQuestion Answering
The Flamingo Preference Ranking project involved comparing model responses for a conversation history, ranking responses, understanding context, and analyzing model outputs. Activities included formulating reasons for positions, observing consistency in assessments, and analyzing model outputs. Specific Data Labeling Tasks Performed: The model identifies mismatched responses based on conversation history, assigns ranks based on relevance, coherence, and quality, and supports proposed changes with reasons for ranking. The project involved multiple response pairing feedbacks, requiring detailed analysis and steady evaluation to achieve total coverage. Quality measures included comprehensive response ranking relative to predefined guidelines, frequent and consistent high-ranking, and continuous quality assessments.

The Flamingo Preference Ranking project involved comparing model responses for a conversation history, ranking responses, understanding context, and analyzing model outputs. Activities included formulating reasons for positions, observing consistency in assessments, and analyzing model outputs. Specific Data Labeling Tasks Performed: The model identifies mismatched responses based on conversation history, assigns ranks based on relevance, coherence, and quality, and supports proposed changes with reasons for ranking. The project involved multiple response pairing feedbacks, requiring detailed analysis and steady evaluation to achieve total coverage. Quality measures included comprehensive response ranking relative to predefined guidelines, frequent and consistent high-ranking, and continuous quality assessments.

2023

Education

U

University of Pennsylvania

Bachelor's in Computer Science, Computer Science

Bachelor's in Computer Science
2019 - 2023

Work History

T

Tech Innovators Inc.

Mechatronics Engineer

San Francisco
2021 - 2023