NBA StatsData pipeline
NBA data
Airflow
dbt + BigQuery
Power BI
Extract. Transform. Explore.
01 / Data engineering
NBA Stats Data Pipeline
An end-to-end pipeline bringing NBA data from extraction to an interactive Power BI dashboard.
From raw data.
To real insight.
I'm Camilo. I build data pipelines, analytics tools and intelligent systems that turn complex data into something useful.
Explore my work Currently at WildFork · JBS GroupPython / SQL / Snowflake
Portfolio / 01
Selected work.
Exploring data through sports,
engineering and machine learning.
Soccer StatsInteractive analytics
Match data
Club & player
Plotly
Streamlit
Explore every season.
02 / Interactive analytics
Soccer Stats Web App
Explore club and player performance across the 2011–2021 seasons in an interactive Python application.
View projectSee application previews
Formula 1Business intelligence
Race data
Power BI
Explore
Every race. In perspective.
03 / Business intelligence
F1 Dashboard
An interactive Power BI report for exploring Formula 1 data.
View projectNBA Analysis2003–2019
NBA seasons
Pandas
Shot trends
The three-point shift.
04 / Exploratory analysis
The NBA's three-point shift
Analyzing NBA seasons from 2003 to 2019, with a focus on how three-point shooting changed after 2012.
View projectPlayer ValueMachine learning
Player stats
Regression
Estimated value
From performance to value.
05 / Machine learning
What is a player worth?
Estimating soccer player values from individual statistics using linear regression and random forests.
View projectExplore the reports
Open an interactive report below, or use the full-screen link for more room.
NBA Stats
Formula 1
About / 02
Curiosity.
Built into everything.
I’m a Data Scientist at WildFork, part of JBS Group, working across data platforms, analytics engineering and applied AI.
I enjoy connecting the pieces: reliable pipelines, useful visualizations and new ways to ask questions of data. Outside of work, that curiosity often leads me to sports analytics and movies.
Build the foundation
SQL · Snowflake · Airflow · dbt · Google Cloud
Make it useful
Python · Power BI · Streamlit · Applied AI
Have a project in mind?