AI annotator with experience in search evaluation and data labeling. I focus on accuracy, consistency, and following guidelines to help improve AI systems.

Addison Schuknecht

AI annotator with experience in search evaluation and data labeling. I focus on accuracy, consistency, and following guidelines to help improve AI systems.

Available to hire

AI annotator with experience in search evaluation and data labeling. I focus on accuracy, consistency, and following guidelines to help improve AI systems.

Work Experience

Data Annotation Specialist at HandshakeAI
December 1, 2025 - Present
Annotated large volumes of image, video, and text data following detailed task guidelines and quality rubrics. Performed bounding box, segmentation, entity tagging, and object isolation across diverse datasets. Evaluated AI-generated outputs for prompt adherence, visual coherence, and instruction-following accuracy. Applied rubric-based scoring (Major Issues / Some Issues / Meets Expectations / Exceptional) to maintain consistent quality. Conducted QA reviews of peer annotations to identify errors and guideline violations. Created and refined prompts to test AI image generation, background placement, and person-isolation workflows. Identified edge cases, ambiguity, and failure patterns in AI outputs and documented findings clearly. Maintained fast handling times while preserving high annotation accuracy and consistency. Followed evolving guidelines across multiple platforms and task types.
Bail Bondsman/ Collections Agent at Judy's Bonding
October 1, 2024 - Present
Posted bonds and secured releases from county jail. Managed a 10-line phone system. Handled collections and data entry tasks. Provided customer service. Followed misdemeanor/felony court proceedings for individuals on bond. Operated in a fast-paced environment. Ran the business's social media pages, including advertising.
Data Annotator at RWS Moravia
August 1, 2023 - Present
Labeled and categorized large datasets (images, text, audio) with high accuracy to support machine learning model development. Reviewed, corrected, and standardized annotations to meet project guidelines and quality benchmarks. Identified patterns, errors, and inconsistencies in data to improve annotation workflows and model performance. Maintained productivity and quality metrics while working under tight deadlines. Used internal tools and platforms to manage tasks, track progress, and submit high-quality annotations. Provided feedback on annotation tool usability and helped refine labeling schemas.
Data Annotator at DataForce by TransPerfect
April 1, 2025 - August 1, 2025
Labeled and annotated audio sets with high accuracy to support machine learning and AI model development. Validated data for consistency, quality, and compliance with project guidelines. Adapted to new tools and guidelines, quickly improving efficiency and accuracy in annotation tasks.
Caregiver at TheKey
January 1, 2022 - October 1, 2024
Provided Alzheimer’s/Dementia care and companion care. Performed housekeeping and pet care duties. Administered medication reminders and prepared meals. Assisted with doctors' appointments. Monitored vital signs and promptly reported any changes or concerns to healthcare professionals. Created personalized care plans for each client based on their individual needs and preferences.
Server at The 817
September 1, 2023 - August 1, 2024
Performed serving, hosting, scheduling, and bartending duties. Created and moderated the business's social media pages and online engagement. Engaged in retail sales and upselling drinks/bar merchandise. Established strong relationships with local suppliers.
Doctor's Assistant at Angelo Chiropractic
July 1, 2018 - July 1, 2019
Assisted chiropractors by prepping patients. Set appointments and performed data entry. Handled insurance verification and billing. Managed patient records and maintained confidentiality of sensitive information. Educated patients on proper posture, exercise techniques, and lifestyle modifications to support their treatment plans. Updated knowledge on chiropractic practices through continuous education opportunities or workshops attended.
Customer Service Associate at Blue Cross Blue Shield of IL, MT, NM, OK & TX
July 1, 2017 - June 1, 2018
Provided exceptional customer service by addressing inquiries, resolving complaints, and ensuring customer satisfaction. Managed a high volume of incoming calls and emails, consistently meeting or exceeding response time targets. Collaborated with cross-functional teams to resolve complex customer issues in a timely manner. Effectively handled escalated situations by remaining calm under pressure and de-escalating tense conversations with upset customers.
DSP2 at San Angelo State Supported Living Center
May 1, 2015 - June 1, 2017
Provided direct support and assistance to individuals with disabilities in their daily activities. Implemented personalized care plans for each individual, ensuring their specific needs and goals were met. Monitored behavior patterns of individuals to identify any signs of distress or changes in mental health status. Documented all interactions, observations, incidents, and progress notes accurately. Attended training sessions regularly to stay updated on best practices in disability support services. Maintained confidentiality of sensitive information regarding the individuals' personal lives. Responded promptly to emergencies or crisis situations following established protocols. Demonstrated empathy, patience, and understanding when working with individuals experiencing emotional challenges.

Education

High School Diploma at Reagan County High School
April 1, 2012 - May 1, 2014

Qualifications

Driver's License
January 11, 2030 - April 27, 2026

Industry Experience

Media & Entertainment, Healthcare, Professional Services, Retail, Software & Internet