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juan pablo Casaus

@juanpablocasaus

AI Insights Strategist at Aily Labs applying predictive modeling to sports, including a LaLiga standings model with a 5.34-point MAE.

Spain

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What I'm looking for

I'm seeking a role in sports data analysis, performance data science, or SportsTech product specialization where I can connect sports science with data and AI.

At Aily Labs, I design semantic architecture and AI agent skills for a Fortune 50 client, working with enterprise-scale datasets on AWS. I also audit predictive algorithms and build explainability layers that make model outputs clearer to non-technical stakeholders.

My sports analytics work includes an XGBoost model projecting the 2025/26 LaLiga final standings. Using ten seasons of historical data, I engineered sports metrics and applied LASSO selection; validation on a hold-out season achieved a 5.34-point MAE across all 20 teams.

At Happy City Hub, I built and validated indicator-based analytical frameworks across six domains, turning varied datasets into evidence-based reports. My Master's TFM applied AI and predictive analytics to sports performance.

As a high-performance sports instructor and mountain operations lead, I applied physiological load management, fatigue prevention, and movement-efficiency techniques. My sports science background includes biomechanics and exercise physiology, helping me connect athlete performance with data analysis.

Experience

Work history, roles, and key accomplishments

Current

AI Insights Strategist

Current

Aily Labs

Jun 2026 - Present (3 months)

Design semantic architecture and 5+ AI agent skills for a Fortune 50 client, processing enterprise-scale datasets on AWS. Audit predictive algorithms and build explainability (XAI) layers that make model outputs transparent to non-technical stakeholders.

AI Semantic Architecture AWS XAI Predictive Algorithms Data Pipelines Stakeholder Communication

City Researcher & Data Analyst

Happy City Hub

Dec 2025 - Jun 2026 (6 months)

Built and validated indicator-based analytical frameworks across 6 domains, translating heterogeneous datasets into evidence-based reports.

Data Analysis Analytical Frameworks Data Validation Reporting

High-Performance Sports Instructor

Various Organizations

Jan 2022 - Jan 2026 (4 years)

Applied physiological load management, fatigue prevention, and movement-efficiency techniques for athletes and high-performance clients. Led group operations and technical instruction in high-altitude, extreme-weather environments under real-time risk assessment.

Load Management Fatigue Management Movement Efficiency Risk Assessment Operations (Group)Technical Instruction