Felipe Mediavilla Levinson
Data Scientist | Automation Engineer
Welcome to my personal space. I craft data-driven solutions and build engaging digital experiences.
Discover MoreAbout Me
Data Scientist and Automation Engineer with a strong foundation in finance, software development, and data science. Skilled in building ML forecasts, automating processes, and developing full-stack web applications using Django, Next.js, and GCP. Proven track record in deploying data-driven systems that reduce manual workload, improve financial visibility, and enable strategic decision-making. Passionate about solving real-world business problems through elegant, scalable and insightful analytics.
Technical Arsenal
Programming Languages & Tools
Python, SQL, Git, REST APIs, Bash, Excel, PowerApps, Tableau, Looker Studio
Frameworks & Libraries
Django, React (Native & Web), Next.js, Pandas, Scikit-learn, NumPy
Data Science & Engineering
ML Forecasting, Anomaly Detection, XBRL Parsing, ETL Pipelines, Recommender Systems
Cloud & DevOps
Google Cloud Platform (GCP), SharePoint, PostgreSQL, SAP Integration
Languages
Spanish (Native), English (C1), Hebrew & Portuguese (Basic)
Career Journey
Filter Experiences
Data Scientist | Automation Engineer
Falabella S.A. — Santiago, Chile
Aug 2022 – Present
Reduced 150+ analyst-hours weekly by automating manual tasks using Python and SQL.
Financial Analyst
Softys S.A. — Santiago, Chile
Aug 2021 – Aug 2022
Led monthly financial closings and variance analysis for executive-level presentations.
Industrial Consultant
TICGAS — Remote
Jul 2021
Built an in-house product costing system and developed a linear optimization model, boosting revenue by 20% without increasing operational inputs.
CoMPAS Lab — Santiago, Chile
Apr 2021 – Sep 2021
Designed hardware components and developed navigation control algorithms.
SQM — Antofagasta, Chile
Dec 2019 – Mar 2020
Created standardized project management protocols to track and reduce cost overruns.
Independent Projects
Sille | Full-Stack Developer & Product Designer (Solo Startup Project)
2024
- Designed and built a personalized e-commerce platform for niche perfumery using React (Expo) and Django.
- Integrated a machine learning recommender system to suggest products based on user profiles.
- Architected backend API, data models, and user onboarding flow; frontend hosted for demo access.
Ariesanalytics.ai | Frontend Developer
2025
- Designed and built a website for an AI consulting startup using Next.js.
Academic Foundations
B.Sc in Engineering, Mechanical & Industrial Engineering
Pontificia Universidad Católica de Chile
2015 – 2021
- Diploma in Mechanical Engineering.
- Research in fire simulations using Python + CFD.
- Teaching Assistant: “Control of Mechanical Systems” (2 semesters).
- Led design team for VSolar (EV challenge).
- Led the mechanical team for RobotX Competition (autonomous boats).