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Justus Mcneal

Justus Mcneal

Audio Transcriber / Software Engineer

USA flag
Lakeside, Usa
$8.00/hrEntry LevelOtherCrowdflowerCrowdsource

Key Skills

Software

Other
CrowdFlowerCrowdFlower
CrowdSourceCrowdSource
ClickworkerClickworker

Top Subject Matter

Audio transcription
Software engineering
AI engineer

Top Data Types

AudioAudio
VideoVideo
TextText
DocumentDocument

Top Task Types

Transcription
Object Detection
Question Answering
Fine Tuning
Data Collection

Freelancer Overview

While I have limited workplace experience in annotations, I have trained AIs for my personal applications, writing neural network architectures from scratch. In writing my ROM corruptor and designing AI for it, I had to experiment with many data structures, giving me solid experience in structuring, manipulating, normalizing data as well as pitfalls and traps that overtune AI toward certain outputs or focusing too much on single inputs. My efforts produced AI that could corrupt ROMs better than someone who understands the 6502 and 65c816 assemblies by 10 to 20 percent in terms of not crashing the ROM during gameplay. I have done some periodic freelance work in AI training as well, akin to basic labeling of images and objects within, and have also done small freelance tasks with labeling speech.

Entry LevelEnglish

Labeling Experience

Audio Transcriber / Quality Reviewer

OtherAudioTranscription
I transcribed and captioned audio content for CrowdSurf and Rev.com, focusing on technical and specialized material. My work involved applying strict quality standards and performing accuracy reviews on large batches of captioned videos. I regularly worked with programming-focused lectures, which required advanced rule adherence and technical understanding. • Consistently maintained over 95% monthly accuracy in labeling and transcription tasks. • Promoted to Level 5 quality control and responsible for reviewing and grading others’ work. • Specialized in complex, technical content including programming lectures. • Ensured compliance with established guidelines through careful attention to detail.

I transcribed and captioned audio content for CrowdSurf and Rev.com, focusing on technical and specialized material. My work involved applying strict quality standards and performing accuracy reviews on large batches of captioned videos. I regularly worked with programming-focused lectures, which required advanced rule adherence and technical understanding. • Consistently maintained over 95% monthly accuracy in labeling and transcription tasks. • Promoted to Level 5 quality control and responsible for reviewing and grading others’ work. • Specialized in complex, technical content including programming lectures. • Ensured compliance with established guidelines through careful attention to detail.

2013 - 2021

Education

T

Tennessee Wesleyan University

Undergraduate Coursework, Mathematics

Undergraduate Coursework
2001 - 2002
M

McMinn County High School

High School Diploma, General Education

High School Diploma
2001 - 2001

Work History

C

CrowdSurf

Audio Transcriber and Quality Reviewer

Lakeside
2013 - 2021
R

Rev.com

Audio Transcriber

Pinetop-Lakeside
2019 - 2019