Sammy W.

Key Skills

Software

Other

Appen

Clickworker

CloudFactory

Data Annotation Tech

Diffgram

Labelbox

LabelImg

Label Studio

Micro1

Mindrift

iMerit

Toloka

Telus

Top Subject Matter

Linguistics Domain Expertise

Spelling Correction

Transcription Domain Expertise

Top Data Types

Text

Audio

Video

Top Task Types

Classification

Segmentation

Polygon

Object Detection

Text Summarization

Red Teaming

Transcription

Fine-tuning

Evaluation/Rating

Computer Programming/Coding

Data Collection

Prompt + Response Writing (SFT)

Polyline

Point/Key Point

Entity (NER) Classification

Bounding Box

Cuboid

Question Answering

RLHF

Function Calling

Text Generation

Freelancer Overview

Data Annotation, Transcription & AI Training Support (Freelance). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Arts, Moi University (2023) and Certificate, Filamu Mitaani School (2021). AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

Data Annotation, Transcription & AI Training Support (Freelance)

OtherTextClassification

As a freelance Data Annotation, Transcription & AI Training Support specialist, I performed data annotation and text review tasks in accordance with strict project guidelines. My work included the review and validation of spelling corrections and the transcription of audio and text content. I also conducted quality assurance checks on structured datasets to ensure high levels of accuracy and consistency. • Annotated and reviewed text data and transcriptions for AI and linguistic projects. • Applied consistent classification and correction standards to spelling-related data points. • Performed audio-to-text transcription, ensuring proper formatting and data integrity. • Conducted QA on labeled datasets to uphold quality thresholds.

2022 - Present

Education

Work History