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Michael Kadugunyi

Michael Kadugunyi

AI Data Specialist with 7+ years of experience supporting machine learning systems through data analysis, model evaluation, and AI-focused content development. Proven background in improving LLM outputs, validating NLP pipelines, and designing high-quality training datasets. Strong command of Python, SQL, cloud platforms, and structured evaluation workflows used in enterprise and EdTech environments.

Kenya flagNairobi, Kenya
$20.00/hrExpertSnorkel AIScale AITelus

Key Skills

Software

Snorkel AISnorkel AI
Scale AIScale AI
TelusTelus
AppenAppen
AWS SageMakerAWS SageMaker
CloudFactoryCloudFactory
Data Annotation TechData Annotation Tech
Micro1
MercorMercor
OneFormaOneForma
RemotasksRemotasks

Top Subject Matter

Health
Finance
AI evaluation

Top Data Types

VideoVideo
TextText
Geospatial Tiled ImageryGeospatial Tiled Imagery

Top Task Types

Bounding BoxBounding Box
ClassificationClassification
Text GenerationText Generation
RLHFRLHF
Fine-tuningFine-tuning
Evaluation/RatingEvaluation/Rating
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Text SummarizationText Summarization
Question AnsweringQuestion Answering
Object DetectionObject Detection
SegmentationSegmentation
TranscriptionTranscription
Function CallingFunction Calling
Entity (NER) ClassificationEntity (NER) Classification

Freelancer Overview

AI Data Specialist with 7+ years of experience supporting machine learning systems through data analysis, model evaluation, and AI-focused content development. Proven background in improving LLM outputs, validating NLP pipelines, and designing high-quality training datasets. Strong command of Python, SQL, cloud platforms, and structured evaluation workflows used in enterprise and EdTech environments.

ExpertEnglishAmharicSwahili

Labeling Experience

Senior Technical Content Developer (AI & NLP) – Cognite

TextEvaluation Rating
Evaluated and refined AI-generated conversational outputs to improve accuracy, relevance, and alignment with user intent. Supported LLM training workflows through structured data review, prompt testing, and response quality analysis. Collaborated with cross-functional teams to assess chatbot performance using precision, recall, and qualitative feedback metrics. Created annotated datasets and instructional content to support scalable AI deployment

Evaluated and refined AI-generated conversational outputs to improve accuracy, relevance, and alignment with user intent. Supported LLM training workflows through structured data review, prompt testing, and response quality analysis. Collaborated with cross-functional teams to assess chatbot performance using precision, recall, and qualitative feedback metrics. Created annotated datasets and instructional content to support scalable AI deployment

2021 - 2023

Education

M

Massachusetts Institute of Technology

Masters, Computer Science

Masters
2021 - 2024
M

Massachusetts Institute of Technology

BA, Computer Science

BA
2017 - 2020

Work History

T

Thinkful

AI Curriculum Developer

Remote
2019 - 2024
C

Cognite

Senior Technical Content Developer (AI & NLP)

Texas
2021 - 2023