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Bruce Kush

Data Processing and Data Collection Contributor (Lish AI Labs)

Kenya flagNakuru, Kenya
$10.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

AI Automation
Data Science
AI Video Generation and Upscaling

Top Data Types

TextText
VideoVideo
DocumentDocument

Top Task Types

Data Collection
Transcription

Freelancer Overview

Data Processing and Data Collection Contributor (Lish AI Labs). Brings 8+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Science, Jomo Kenyatta University of Agriculture and Technology (2023) and Kenya Certificate of Secondary Education, Langa Langa High School (2014). AI-training focus includes data types such as Text and Video and labeling workflows including Data Collection, Evaluation, and Rating.

IntermediateEnglishSwahili

Labeling Experience

AI Video Upscaling Evaluator (Lish AI Labs)

OtherVideo
Explored, compared, and documented the effectiveness of AI video upscaling and generation tools as part of applied research. Focused on rating quality and resolution outputs across several models and workflows, building an internal knowledge base. Developed hands-on evaluation skills in AI video technologies to support tool adoption recommendations. • Conducted testing and evaluation of different video upscaling tools • Documented performance metrics and output clarity • Improved prompt engineering for video generation • Shared findings with technical teams for tool selection

Explored, compared, and documented the effectiveness of AI video upscaling and generation tools as part of applied research. Focused on rating quality and resolution outputs across several models and workflows, building an internal knowledge base. Developed hands-on evaluation skills in AI video technologies to support tool adoption recommendations. • Conducted testing and evaluation of different video upscaling tools • Documented performance metrics and output clarity • Improved prompt engineering for video generation • Shared findings with technical teams for tool selection

2025 - Present

Data Processing and Data Collection Contributor (Lish AI Labs)

TextData Collection
Worked on preparing and transforming raw datasets for analysis as part of an AI curriculum and agentic engineering project. Developed and executed data cleaning, standardization, and structuring procedures to enhance dataset usability for downstream tasks. Collaborated with a team to iterate on automation workflows and ensure high data quality standards were maintained. • Applied practical data preparation skills to real-world datasets • Used workflow automation tools to collect and process web data • Ensured reliability and accuracy of processed data for AI use cases • Supported curriculum development by building educational datasets.

Worked on preparing and transforming raw datasets for analysis as part of an AI curriculum and agentic engineering project. Developed and executed data cleaning, standardization, and structuring procedures to enhance dataset usability for downstream tasks. Collaborated with a team to iterate on automation workflows and ensure high data quality standards were maintained. • Applied practical data preparation skills to real-world datasets • Used workflow automation tools to collect and process web data • Ensured reliability and accuracy of processed data for AI use cases • Supported curriculum development by building educational datasets.

2025 - Present

Education

J

Jomo Kenyatta University of Agriculture and Technology

Bachelor of Science, Information Technology

Bachelor of Science
2019 - 2023
L

Langa Langa High School

Kenya Certificate of Secondary Education, General Secondary Education

Kenya Certificate of Secondary Education
2014 - 2014

Work History

L

Lish AI Labs

Data Scraping & Curriculum Developer

Nakuru
2025 - Present
M

Ministry of Labour and Social Protection

Enumerator

Nairobi
2024 - 2024