Juan Eduardo Coba Puerto

Delivered comprehensive curriculum on Advanced Methods in Analytics, equipping over 100 students with practical skills in statistical modeling and data interpretation.

Taught Deep Learning principles and applications, guiding students through complex neural network architectures and fostering hands-on project development.

Architected and deployed LLM Agents for fast, customizable business metrics reports and RAG systems, significantly accelerating documentation retrieval and reporting efficiency.

Developed AI Agents to automatically generate web scraping code, enabling real-time competitive intelligence and strategic market positioning.

Engineered optimal pricing recommendation systems for all items sold on the Marketplace, contributing to significant revenue uplift and improved sales velocity.

Designed and implemented advanced demand forecasting models for Inventory Replenishment, accurately predicting for over 400K SKUs sold in First Party.

Executed sophisticated modeling for product matching and pricing, enhancing data accuracy and informing competitive pricing strategies across the platform.

Mentored and guided a team of data scientists, fostering skill development in AI/ML initiatives and improving overall team productivity.

Led a core Data Science team, overseeing project execution and ensuring timely delivery of critical risk models.

Developed and validated income estimation models using transactional and labor data, improving prediction accuracy by 10% for risk assessment.

Pioneered the integration of unstructured data (images, text) into analytical models, unlocking new insights for multiple business divisions.

Successfully deployed multiple machine learning models on Google Cloud Platform, enhancing model accessibility and operational efficiency.

Collaborated with the Data Science team on 5+ machine learning projects, utilizing Google Cloud to develop scalable solutions.

Designed and optimized relational databases, enhancing data integrity and improving data retrieval efficiency by 20%.

Developed and implemented custom algorithms for data processing and analysis, supporting critical project requirements.

Applied Google Cloud Machine Learning APIs to address specific customer challenges, improving solution delivery speed by 15%.

Instructed students on econometric model estimation, interpretation, and analysis, preparing over 50 students for advanced economic studies.

Developed and administered comprehensive tests and assignments, ensuring rigorous evaluation of student understanding and application of econometric principles.

Performed statistical and econometric analysis on national surveys, providing data-driven insights for 3 key research reports.

Conducted extensive literature reviews on economic topics, contributing foundational research to ongoing policy analysis projects.