I’m a multidisciplinary content creator with a foundation in journalism, public relations, and digital media. Over the years I’ve built a career around crafting and refining AI-assisted content, coordinating editorial workflows, and delivering credible storytelling across audio, video, and text. I thrive on designing editorial processes, evaluating AI outputs for accuracy and tone, and collaborating with researchers to push the boundaries of multimodal content. I collaborate with AI researchers to design evaluation frameworks, maintain large-scale annotation pipelines, and produce training data and prompts that test real-world professional tasks—from legal and medical to customer support and finance. I’m passionate about clear communication, accuracy, and helping teams push multimodal capabilities while keeping human oversight at the center.

Marivic Valencia

PRO

I’m a multidisciplinary content creator with a foundation in journalism, public relations, and digital media. Over the years I’ve built a career around crafting and refining AI-assisted content, coordinating editorial workflows, and delivering credible storytelling across audio, video, and text. I thrive on designing editorial processes, evaluating AI outputs for accuracy and tone, and collaborating with researchers to push the boundaries of multimodal content. I collaborate with AI researchers to design evaluation frameworks, maintain large-scale annotation pipelines, and produce training data and prompts that test real-world professional tasks—from legal and medical to customer support and finance. I’m passionate about clear communication, accuracy, and helping teams push multimodal capabilities while keeping human oversight at the center.

Available to hire

I’m a multidisciplinary content creator with a foundation in journalism, public relations, and digital media. Over the years I’ve built a career around crafting and refining AI-assisted content, coordinating editorial workflows, and delivering credible storytelling across audio, video, and text. I thrive on designing editorial processes, evaluating AI outputs for accuracy and tone, and collaborating with researchers to push the boundaries of multimodal content.

I collaborate with AI researchers to design evaluation frameworks, maintain large-scale annotation pipelines, and produce training data and prompts that test real-world professional tasks—from legal and medical to customer support and finance. I’m passionate about clear communication, accuracy, and helping teams push multimodal capabilities while keeping human oversight at the center.

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Language

English
Fluent

Work Experience

Voice acting, voice-over, narration, dubbing, multi-media AI data annotation at Mercor / Aligner / iMerit / Invisible / RWS / CrowdGen
April 30, 2025 - Present
Versatile experienced voice actor, voice-over, narration, dubbing, multi-media AI data annotation. Evaluate and edit AI-generated news articles and media content for accuracy, tone, and clarity; design and validate journalism-related prompts, scenarios, and evaluation rubrics; fact-check written content using journalistic standards; provide structured feedback on quality and credibility of AI outputs; collaborate with AI researchers to simulate editorial workflows; perform multimodal daily preference ranking of hundreds of AI outputs (images, audio, and video) against prompts to evaluate model performance and alignment; maintain high accuracy and throughput in large-scale annotation workflows, contributing to reliable training data for model fine-tuning and preference optimization; collaborate with cross-functional AI teams to identify quality trends and provide actionable feedback for improving multimodal generative capabilities; utilize specialized labeling platforms and guidelines to ensure precise annotation, supporting preference-based reinforcement learning and human feedback
Flight Attendant at Republic Airways
January 1, 2022 - Present
Project Manager at Artisan Code Craft
January 1, 2023 - Present
Content creation, CMS, SEO/SEM, AI/ML training; supervision of remote-based administrative team.
Services Coordinator at Roots To Grow
April 1, 2024 - February 1, 2025
Coordinated services for families participating in New York’s Early Intervention Program (NYEIS); conducted state and federally mandated status and progress teleconferences; ensured deadlines for transitions into and out of eligible programs.
Owner at Valencia PR
January 1, 2009 - January 1, 2022
Madison-based PR firm specializing in digital media outreach, content sourcing/distribution, blogger outreach, brand management; advertising, marketing, and public relations.
Director of Marketing and PR at Interactive Media
October 1, 2006 - December 1, 2009
Directed marketing and public relations; developed content creation, CMS/SEO, blog outreach, brand management, advertising, and public relations.
Legal Assistant at Jenner & Block
March 1, 1998 - October 1, 1998
Executive support of senior partner; legal research, preparation and administration in business litigation, telecommunications, intellectual property, civil and criminal litigation, and capital punishment; contributed to and proofread briefs and other legal documents.
Executive Assistant to the Governor at Office of the Governor - Madison, WI
June 1, 1996 - March 1, 1998
Coordinated legal department functions with state legislators, cabinet members, constituents, and local, state and federal elected officials; advanced policy initiatives, legislative actions, pardons and extraditions, judgments, elections and executive orders; extensive public relations and press work.
Audio, Video, Text Trainer, Journalism Expert (AI) at Mercor; Aligner; iMerit; Invisible; RWS; CrowdGen
May 1, 2025 - Present
Evaluate and edit AI-generated news articles and media content for accuracy, tone, and clarity; design and validate journalism-related prompts, scenarios, and evaluation rubrics; fact-check written content using journalistic standards; provide structured feedback on quality and credibility of AI outputs; collaborate with AI researchers to simulate editorial workflows; perform multimodal daily preference ranking of hundreds of AI outputs (images, audio, and video) against prompts to evaluate model performance and alignment; apply systematic comparative judgment techniques to assess relevance, quality, and coherence of generative model outputs, ensuring consistent evaluation across diverse modalities; maintain high accuracy and throughput in large-scale annotation workflows, contributing to reliable training data for model fine-tuning and preference optimization; collaborate with cross-functional AI teams to identify quality trends and provide actionable feedback for improving multimodal
Service Coordinator at Roots To Grow
April 1, 2024 - February 1, 2025
Coordinated services for families participating in New York’s Early Intervention Program (NYEIS); conducted state and federally-mandated status and telephonic conferences; ensured deadlines were met for transitions in and out of eligible programs.
Director of Marketing and PR at Broadcast Interactive Media
October 1, 2006 - December 1, 2009
Directed marketing and public relations initiatives; managed media outreach for clients.
Executive Assistant at Office of the Governor
June 1, 1996 - March 1, 1998
Coordinated legal department functions with State legislators, Cabinet members, constituents, and local, state and federal elected officials and business leaders; advanced initiatives in policy, legislation and bill passage; public relations and press work.
Audio, Video, Text Trainer, Journalism Expert (AI) at Mercury, Aligner, iMerit, Invisible, RWS, CrowdGen
May 1, 2025 - Present
Evaluate and edit AI-generated news articles and media content for accuracy, tone, and clarity; design and validate journalism-related prompts, scenarios, and evaluation rubrics; fact-check content using journalistic standards; provide structured feedback on quality and credibility of AI outputs; collaborate with AI researchers to simulate editorial workflows; perform multimodal daily preference ranking of hundreds of AI outputs (images, audio, and video) against prompts to evaluate model performance and alignment; maintain high accuracy and throughput in large-scale annotation workflows; contribute to training data for model fine-tuning and preference optimization; collaborate with cross-functional AI teams to identify quality trends and provide actionable feedback for improving multimodal generative capabilities; create prompts that test an LLM’s ability to solve realistic professional tasks (legal, medical, customer support, finance, HR, operations) without calling external tools;
Legal Assistant at Office of the Governor (Wisconsin)
June 1, 1996 - March 1, 1998
Coordinated legal department functions with state legislators, cabinet members, constituents, and local, state and federal elected officials and business leaders; advanced initiatives in policy, legislation and bill passage, pardons and extraditions, judgments, special elections and Executive Orders; extensive public relations and press work.
Direct Sales Representative I at American Family Insurance
March 1, 2019 - December 1, 2021
Property & Casualty License in 19 states. Consistently placed in Top 10 Sales across the country (2nd nationwide in 2020). Contributed Continuous Improvement that was implemented at Enterprise level.
Marketing Specialist (contract) at CUNA
August 1, 2018 - December 1, 2018
Developed, implemented, and monitored marketing quality control procedures and standards used in the creation and distribution of CUNA's marketing initiatives, using resources such as Wynstar, Brio, NCUA data, Access software, and deduping software. Created and maintained informational reports on credit unions and staff within CUs to advise coworkers with making more sophisticated target market choices.
Owner at ValenciaPR
January 1, 2009 - December 31, 2022
Madison-based PR firm specializing in digital media outreach. Consulted on content creation/sourcing/distribution, blogger outreach, brand management, advertising, marketing, and public relations. Projects included direct mail copy, web copy, business plan writing, proofreading, script writing, ad sales, network and database administration, training, event planning and hosting.
VP, Marketing & Communications at impact Virtual Services
December 1, 2016 - October 1, 2018
Responsible for all matters related to marketing, business development, strategic partnerships, digital strategy, brand management, public relations (awards, speaking opportunities, including keynote address), grant submissions. Created all marketing materials, communications calendar, social media strategy (creation, execution, reporting), Google Analytics, SEO/SEM, email newsletters, original video production and editing.
Administrative Assistant at Office of the Governor
May 31, 1996 - February 28, 1998
Coordinated legal department functions with State legislators, Cabinet members, constituents, and local, state and federal elected officials and business leaders; Advanced initiatives in policy, legislation and bill passage, pardons and extraditions, judgeships, special elections and Executive Orders; extensive public relations and press work.
Legal Assistant at Office of the Governor
June 1, 1996 - March 1, 1998
Coordinated legal department functions with state legislators, Cabinet members, constituents; advanced initiatives in policy, legislation and bill passage; public relations and press work.

Education

Business Administration program at Mira Costa College
January 1, 1988 - January 1, 1990
High School Diploma and GED at McFarland High School
January 11, 2030 - January 1, 1990
Certificate in Radio & TV Broadcasting at Madison Media Institute
January 1, 1999 - September 1, 1999
Modern Journalism program at NYU
January 1, 2025 - April 9, 2026
Flight Attendant Certification at FAA
January 1, 2022 - April 9, 2026

Qualifications

FAA Flight Attendant Certificate
January 1, 2022 - January 1, 2022
Certificate in Radio & TV Broadcasting
January 1, 1999 - September 1, 1999
Modern Journalism Program
January 1, 2025 - April 9, 2026
High School Diploma
January 1, 1990 - January 1, 1990
Property & Casualty License
January 11, 2030 - May 2, 2026
FAA Flight Attendant Certification
January 1, 2022 - May 2, 2026

Industry Experience

Media & Entertainment, Education, Government, Professional Services, Travel & Hospitality