Erika Osorio
@erikaosorio
AI and Data Operations specialist optimizing ML datasets, chatbots, and content quality.
What I'm looking for
I am an AI and Data Operations specialist with hands-on experience in data annotation, chatbot training, transcription, and linguistic quality review. I combine a Business Administration background with practical expertise in improving machine learning datasets and model performance.
At Telus International I annotated and labeled multimedia content, performed precise transcription and captioning, and authored data-focused documentation and technical briefs to bridge technical and non-technical teams. I ensured dataset accuracy and collaborated with QA and project managers to meet deadlines and improve data quality.
Previously at Grupo EPM I trained and optimized AI chatbot dialogues, reviewed AI-generated text in English and Spanish, and provided administrative and customer support across channels. I led process evaluations and supported automation initiatives that improved service workflows.
I bring bilingual communication (Spanish native, English B2), strong remote collaboration skills, and a commitment to responsible AI and continuous process improvement. I seek roles where I can contribute to high-quality data pipelines, model optimization, and cross-functional reporting.
Experience
Work history, roles, and key accomplishments
Annotated, labeled, and transcribed multimedia content to train AI models, ensuring high linguistic and timestamp accuracy and improving dataset quality for production pipelines.
Researched and produced data-focused documentation and technical briefs for ML and business teams, translating complex concepts into accessible content to support model development and stakeholder alignment.
AI Chatbot Trainer
Grupo EPM
Jan 2018 - Dec 2023 (5 years 11 months)
Trained and optimized chatbot dialogues in Spanish and English to improve accuracy, tone, and customer engagement, and performed linguistic and factual reviews to enhance conversational quality.
Administrative Operations Support
Grupo EPM
Jan 2007 - Dec 2018 (11 years 11 months)
Managed administrative coordination, documentation, procurement support, and reporting for executive departments, improving operational efficiency and internal communications.
Education
Degrees, certifications, and relevant coursework
Universidad Minuto de Dios
Diploma in Project Management, Project Management
Completed a Diploma in Project Management focusing on project planning and execution methodologies.
Universidad MarĂa Cano
Bachelor of Business Administration, Business Administration
Earned a Bachelor's degree in Business Administration with coursework in management, operations, and administration.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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