Mitchel S.

Key Skills

Software

Don't disclose

Other

Labelbox

Mercor

OneForma

Scale AI

Clickworker

Top Subject Matter

AI data annotation, model evaluation, and response rating

Voice AI review, audio quality evaluation, and voice data training

Multimodal QA, product metadata, and e-commerce content review

Top Data Types

Text

Image

Audio

Top Task Types

Evaluation/Rating

RLHF

Prompt + Response Writing (SFT)

Freelancer Overview

E-commerce Seller (2019–Present) with interview transcription/thematic analysis experience. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Bachelor of Science, Central Michigan University (2012). AI-training focus includes data types such as Text, Medical, and DICOM and labeling workflows including Transcription, Data Collection, and Classification.

Labeling Experience

Photoroom Ambassador (2025–Present)

OtherVideoData Collection

Demonstrated an AI workflow for background removal and batch editing as part of creator ambassador content. • Captured and presented steps in Photoroom’s mobile-first AI workflow. • Showcased high-speed background removal capabilities. • Explained batch-editing features to audiences through short-form video. • Managed recurring content production and organization using cloud storage workflows.

2025 - Present

Self-Employed E-commerce Seller (2019–Present)

OtherTextClassification

Optimized and structured product listing text (titles and descriptions) to improve SEO relevance and discoverability. • Performed keyword research and competitor tracking using Etsy SEO tools. • Iteratively revised titles/descriptions for clarity and buyer trust. • Crosslisted and maintained consistent product data across multiple commerce platforms. • Managed product taxonomy and error-free text data for listings.

2019 - Present

E-commerce Seller (2019–Present) with interview transcription/thematic analysis experience

Don't discloseTextTranscription

Provided transcription and thematic analysis support for interview-based research requiring detailed text transcription. • Transcribed interview content for subsequent qualitative coding. • Conducted thematic analysis to organize and interpret recurring concepts. • Ensured careful, detail-oriented documentation of source material. • Produced structured research outputs based on analyzed transcripts.

2019 - Present

Lab Processing Technician | Trainer | Machine Repair Tech | Quality Team Member (CSL Plasma)

Don't discloseData Collection

Worked in a lab environment where strict SOPs required accurate handling, labeling, storage, and shipment of biological samples. • Followed SOPs to ensure correct sample identification and documentation. • Maintained high accuracy while processing in a fast-paced workflow. • Prepared and shipped samples according to defined procedures. • Trained and supported staff to improve consistency and safety compliance.

2019 - 2021

Education

Work History