Samantha Armenta
@samanthaarmenta
I evaluate and improve AI outputs across text, images, video, audio, and STEM content.
What I'm looking for
At Handshake AI, I evaluate model outputs across aesthetic quality, response accuracy, prompt fulfillment, image comparison, video, audio, and STEM answer rewriting. I design web-dependent, model-stumping prompts, build multiple-choice training scenarios, map gold search trajectories, and provide detailed feedback that improves AI performance.
I also contributed natural conversation, video, and voice-acting data for Babel Audio’s model training, and handled high-volume structured conversations at Em Business Consulting. My work is grounded in consistent judgment, careful edge-case review, and clear written reasoning.
Earlier, I managed operations, compliance, reimbursement, technical support, training, and customer-facing workflows at McKesson, Vanguard, Discover Financial Services, Asurion, Innovatech Solutions, and Walmart. I bring practical experience using Salesforce and CRM platforms, resolving complex cases accurately, and helping people understand technology in plain language.
Experience
Work history, roles, and key accomplishments
Conversation Data Specialist
Em Business Consulting
Responded to high volumes of structured conversational interactions daily with accuracy and consistency, using sound judgment in ambiguous situations.
Owner and Creative Director
ARME Personal Services
Started and ran a personal services business covering catering, home care, childcare, cleaning, party planning, custom art, and skincare products, including developing and selling an original skincare line.
AI Trainer
Handshake AI
Worked across multiple concurrent AI training projects, including aesthetic grading, response evaluation, prompt design, answer comparison, image comparison, and STEM answer rewriting.
Workflow Quality and Training Associate
Kept up with a fast pace while staying accurate and catching mistakes, and trained new team members to help them feel confident in their roles.
Technical Support and Solutions Specialist
Helped customers troubleshoot phones and electronics, walking them through fixes and recommending device protection plans based on each customer's needs.
Operations and Compliance Specialist
Managed data verification and insurance compliance for high value accounts using Salesforce, acting as the main point of contact between clients and institutions to resolve billing issues and process payments.
Behavioral Data Analyst
Discover Financial Services
Handled a high volume of customer interactions daily, documenting responses and finding resolutions, and was promoted to Senior level for consistent performance and reliability.
Reimbursement Healthcare Specialist
Handled insurance verification, billing discrepancies, and reimbursement workflows for healthcare providers and patients, using Salesforce to manage cases and connecting patients to the Lucentis access program.
Catering Order Fulfillment
Dad's Catering
Managed food orders from intake through preparation, delivery, and quality check, building strong relationships with regular customers.
Technology Support Specialist
Innovatech Solutions
Helped teams adopt new technology tools and supported staff through periods of change, explaining how systems worked in plain language.
Voice, Video, and Voice Acting Data Contributor
Babel Audio
Recorded training data across three formats, including voice interaction sessions, video interaction sessions, and voice acting from scripts.
Education
Degrees, certifications, and relevant coursework
Southwest Institute of Healing Arts
Advanced Professional Hypnotherapy Program, Hypnotherapy
Currently enrolled in the Advanced Professional Hypnotherapy Program.
E-Institute Charter High School
High School Diploma, General Studies
Completed high school education.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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