Demand forecasting for smarter inventory
An end-to-end forecasting system that transformed operational data into more accurate purchasing decisions.
- Python
- Polars
- ML
- MLOps
22%improvement in inventory accuracy
Senior Data Scientist · MSc in Data Science · AI Engineer · MLOps · Web DeveloperData Scientist · AI · MLOps · Web
Available for ambitious data & AI work
I turn complex datainto decisions that movebusiness forward.
Selected impact
30%faster analysis cycles
22%better inventory accuracy
15%client ROI increase
40+LLM assistant users
Proof, not promises
Selected systems that made a difference.
A selection of real-world challenges translated into reliable data products. Client details remain intentionally high-level.
Conversational intelligence for reports
A secure LLM assistant that lets technical teams question internal reports in natural language and reach answers faster.
- LangChain
- LLMs
- REST API
- Cloud
40+users in the first month
AI-assisted shrimp feeding
A decision system designed around biological and operational signals to optimize feeding and economic performance.
- Python
- TensorFlow
- SQL
- Power BI
15%increase in client ROI
How I create value
From uncertain question to dependable system.
Frame
Translate business ambiguity into a measurable data problem and a realistic delivery path.
Build
Design data, ML and LLM solutions with production constraints in mind from day one.
Operationalize
Deploy, monitor and improve systems through CI/CD, containers and pragmatic MLOps.
Communicate
Turn technical results into a clear narrative that leaders can act on.
Experience
Six years at the intersection of data and decisions.
01
Vitapro
Sep 2025 – Present
Senior Data Scientist
CurrentLeading end-to-end analytical and AI solutions for technical advisory teams, from stakeholder alignment to production deployment.
- Production ML & LLMs
- MLOps standards
- Executive insights
02
Prediqt
Feb 2022 – Sep 2025
Senior Data Scientist
Delivered ML and analytics solutions across client contexts, including an AI optimization system that increased ROI by 15%.
- Applied AI
- Cloud delivery
- Business intelligence
03
Eitecnología
Feb 2021 – Feb 2022
Data Scientist
Led analytics work and improved debt collection through customer segmentation and model lifecycle ownership.
- Team leadership
- Segmentation
- Data quality
04
Proyecto SUMA · ESPOL
Aug 2020 – Feb 2021
Data Analyst
Built a live social-data dashboard and co-authored an academic research paper.
- APIs
- Web scraping
- Research
Toolkit
Broad enough to connect the system. Deep where it matters.
Languages
Python, SQL, TypeScript, JavaScript, R
ML / AI
Scikit-learn, TensorFlow, LangChain, LLMs
Data
Pandas, Polars, Power BI, data pipelines
Platform
Google Cloud, Azure, Kubernetes, Docker, CI/CD
Web engineering
Digital products where performance is part of the experience.
I design and build modern web applications with Next.js, React and TypeScript, connecting accessible interfaces to robust APIs, data platforms and AI capabilities.
- Next.js
- React
- TypeScript
- HTML
- CSS
- REST APIs
- Technical SEO
- Accessibility
Architecture
Scalable component systems, typed boundaries and maintainable application structures.
Experience
Responsive, accessible interfaces with purposeful motion and strong web performance.
Integration
REST APIs, analytics and AI features connected cleanly from backend to browser.
6+ YEARS / AÑOS
Beyond the model
I care about the last mile: adoption.
Good models are only useful when people trust and use them. My systems engineering background helps me connect data, product and infrastructure; my leadership experience helps me bring people with me.
Education
MSc in Data Science
Pontificia Universidad Católica de Chile
2024 – 2026 · Highest DistinctionBSc in Systems Engineering
Universidad de Cuenca
2015 – 2021Data Science Specialization
University of Michigan
Jul – Sep 2020Let's build something useful
Have a hard data problem?
I’m interested in ambitious AI products, applied ML, data systems and modern web applications where the outcome matters as much as the technology.
Email me