Blessed M.

Key Skills

Software

OneForma

Remotasks

Scale AI

Top Subject Matter

Large Language Model (LLM) response evaluation

RLHF data collection

prompt-based AI training

Top Data Types

Text

Image

Document

Top Task Types

RLHF

Transcription

Classification

Bounding Box

Polygon

Red Teaming

Entity (NER) Classification

Freelancer Overview

Freelance Data Annotation & AI Training Specialist (Remote) — Self-Employed. Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include OneForma, Remotasks, and Google Workspace. Education includes Bachelor of Arts, Egerton University (2018) and Diploma in Business Management, Kenya Institute of Management (KIM) (2019). AI-training focus includes data types such as Text and Image and labeling workflows including RLHF, Transcription, and Classification.

Labeling Experience

Freelance Data Annotation & AI Training Specialist | Self-Employed (Remote)

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No description provided.

2022 - Present

Freelance Data Annotation Specialist — Self-Employed (Remote)

RemotasksImageClassification

Completed high-volume image labeling tasks following dataset instructions and quality standards. Performed structured image annotation work as part of multi-modal annotation programs across several crowd/work platforms. Consistently met accuracy requirements and guideline interpretation expectations for submissions. • Completed text, image, and audio annotation and evaluation tasks across active projects • Applied annotation guidelines to produce accurate image labels • Maintained quality-first workflow with self-audits before submission • Balanced multiple simultaneous projects while meeting deadlines

2022 - Present

Freelance Data Annotation & AI Training Specialist (Remote) — Self-Employed

OneFormaTextRLHFTranscription

Rated AI-generated responses for helpfulness, accuracy, harmlessness, and fluency as part of RLHF-style LLM training data pipelines. Wrote and refined prompts to test model capabilities across creative writing, factual Q&A, coding, and reasoning. Performed quality and guideline-compliance checks to maintain benchmark accuracy on large-scale remote projects. • Rated response attributes (helpfulness, accuracy, harmlessness, fluency) for LLM training • Authored prompts for creative writing, factual Q&A, coding, and reasoning tasks • Evaluated and audited outputs against structured submission guidelines to reduce rejections • Produced 1,200+ annotation/evaluation tasks monthly with 97–99% average quality score

2022 - Present

Research Assistant & Data Collector - Self-Employed

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Freelance research assistant and data collector supporting academic research projects through survey administration and qualitative data handling. Collected and cleaned survey responses, conducted interviews in English and Swahili, and prepared transcripts and translated responses for thematic analysis. Performed desk research and managed structured data entry with strong attention to accuracy and data quality standards. • Collected and cleaned survey data using Google Forms and Excel for 500+ participants • Conducted telephone and in-person interviews, then transcribed, translated, and coded responses • Compiled literature reviews through desk research in communication and media studies • Entered and verified structured data in institutional databases with an error rate below 0.5%

2018 - 2020

Research Assistant & Data Collector (Freelance/Project-Based) — Egerton University context

Text

Collected and cleaned survey responses and interview transcripts for research analysis. Conducted telephone and in-person interviews in English and Swahili, then transcribed, translated, and coded responses for thematic analysis. Entered and verified large volumes of structured data into institutional databases with low error rates. • Transcribed, translated, and coded interview responses for thematic analysis • Collected and cleaned survey data from 500+ participants • Entered and verified structured data into institutional databases • Supported literature reviews and assisted linguistic faculty project work on Swahili dialect variations

2018 - 2020

Education

Work History