Joshua Munyala

Key Skills

Software

Remotasks

Other

Appen

Label Studio

Mindrift

Scale AI

Top Subject Matter

Natural Language Processing

AI Research and Technology

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Data Collection

Segmentation

Classification

Bounding Box

Text Generation

Question Answering

Text Summarization

Transcription

Evaluation Rating

Computer Programming Coding

Prompt Response Writing SFT

Freelancer Overview

AI Trainer / Content Evaluator. Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Remotasks and Other. Education includes Bachelor of Science, University of Nairobi (2022) and Certificate, Google Digital Skills for Africa (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

AI Trainer / Content Evaluator

RemotasksText

I trained and evaluated AI-generated responses for accuracy, relevance, and appropriate tone. I annotated and labeled large volumes of text data to enhance Natural Language Processing (NLP) model performance. I followed strict project guidelines and provided detailed feedback to improve AI outputs. • Maintained high accuracy and consistency scores across multiple AI training projects. • Regularly applied prompt writing and response evaluation techniques. • Delivered feedback to inform model iterations and improvements. • Ensured outputs aligned with established language quality standards.

I trained and evaluated AI-generated responses for accuracy, relevance, and appropriate tone. I annotated and labeled large volumes of text data to enhance Natural Language Processing (NLP) model performance. I followed strict project guidelines and provided detailed feedback to improve AI outputs. • Maintained high accuracy and consistency scores across multiple AI training projects. • Regularly applied prompt writing and response evaluation techniques. • Delivered feedback to inform model iterations and improvements. • Ensured outputs aligned with established language quality standards.

2023 - Present

Research Assistant (Part-Time)

OtherTextData Collection

I assisted in data collection and text analysis for AI and technology research projects. I prepared structured datasets used for academic and experimental AI models. I documented findings and supported model evaluation tasks under senior researchers. • Participated in annotation tasks to generate training data for AI studies. • Collaborated on the curation of datasets for machine learning models. • Ensured accuracy and structure of data for downstream AI experiments. • Supported the research team with data processing and organization.

I assisted in data collection and text analysis for AI and technology research projects. I prepared structured datasets used for academic and experimental AI models. I documented findings and supported model evaluation tasks under senior researchers. • Participated in annotation tasks to generate training data for AI studies. • Collaborated on the curation of datasets for machine learning models. • Ensured accuracy and structure of data for downstream AI experiments. • Supported the research team with data processing and organization.

2021 - 2021

Education

Work History