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Johanna Iveth Monterrosa Cansario

Johanna Iveth Monterrosa Cansario

AI Trainer & Data Annotation Specialist

Colombia flagSanta Marta, Colombia
$44.00/hrExpertOther

Key Skills

Software

Other

Top Subject Matter

Large Language Models
Multimodal AI
Legal Services & Contract Review

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

RLHFRLHF

Freelancer Overview

AI Trainer & Data Annotation Specialist. Brings 17+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Universidad Cooperativa de Colombia (2007) and Seminar Certificate, Procolombia - Bancoldex - Invima (2025). AI-training focus includes data types such as Text and labeling workflows including RLHF.

ExpertEnglishSpanish

Labeling Experience

AI Trainer & Data Annotation Specialist

OtherTextRLHF
Responsible for training, evaluating, and refining Large Language Models (LLMs) through Reinforcement Learning from Human Feedback. Leveraged expertise in Spanish and English linguistics to perform high-level data annotation and quality evaluation for multimodal AI systems. Specialized in prompt engineering, text evaluation, and the development of human-centric, reliable AI systems. • Evaluated and rated text outputs for adherence to logical, aesthetic, and domain requirements. • Created and annotated prompts and responses to improve LLM instruction-following. • Conducted model evaluations in both English and Spanish for complex or creative tasks. • Utilized multimodal evaluation strategies including text-to-image and text-to-video labeling.

Responsible for training, evaluating, and refining Large Language Models (LLMs) through Reinforcement Learning from Human Feedback. Leveraged expertise in Spanish and English linguistics to perform high-level data annotation and quality evaluation for multimodal AI systems. Specialized in prompt engineering, text evaluation, and the development of human-centric, reliable AI systems. • Evaluated and rated text outputs for adherence to logical, aesthetic, and domain requirements. • Created and annotated prompts and responses to improve LLM instruction-following. • Conducted model evaluations in both English and Spanish for complex or creative tasks. • Utilized multimodal evaluation strategies including text-to-image and text-to-video labeling.

2023 - Present

Education

P

Procolombia - Bancoldex - Invima

Seminar Certificate, Logistics and Strategic Planning, Regulatory Compliance, International Trade Foundations

Seminar Certificate
2025 - 2025
U

Universidad Cooperativa de Colombia

Bachelor of Science, Systems Engineering

Bachelor of Science
2000 - 2007

Work History

E

Empyrean Fruits S.A.S

Founder & Operations Director

Santa Marta
2025 - Present
I

Independent

Strategic Entrepreneur & Content Creator

Santa Marta
2011 - 2024