Daniel Silva-Inclan

Daniel Silva-Inclan

Data Science Manager

EY

About me

Hi, I’m Daniel Silva-Inclan, and I’m open to new opportunities in data science and data engineering.

With 7+ years of experience as a researcher, data scientist, and data engineer, I specialize in turning complex challenges into tractable ML, AI, statistical, and economic problems and delivering analytics solutions that scale. These days, I’m at EY, where I help teams design, develop, and deploy enterprise-grade systems – from GenAI document-intelligence pipelines to cloud-native ETL workflows built on Databricks, Snowflake, and Azure.

My roots are in economic research. At the IMF and the Becker Friedman Institute at UChicago, I built optimization frameworks and synthetic data tools that made economic modeling faster, more reliable, and more reproducible.

My technical toolkit includes Python (pandas, sklearn, dbt, streamlit), R (tidyverse, shiny, leaflet, data.table), SQL, Docker, and cloud platforms like Azure (AI Foundry, MLflow, CosmoDB), Snowflake, and Databricks, with additional experience in Go, C/C++, and Julia. I’m always exploring new tools and frameworks to stay ahead.

Outside of work, you’ll find me tinkering with my home automation setup, self-hosting cloud services (home movies and my photography), experimenting with sous-vide and smoker recipes, or plotting my next strategic win in Age of Empires II: DE as I climb back to top 10%.

Interests

  • Optimization and Metaheuristics
  • Causal Inference (with ML and econometrics)
  • Differential Privacy
  • Sous-vide cooking

Education

  • M.S. in Computer Science with Specialization in High-Performance Computing, 2020

    University of Chicago

  • B.S. in Statistics; B.A. in Economics, 2016

    University of Chicago

Recent posts

Driving Fatalities in US

The data is from National Highway Traffic Safety Administration (NHTSA). You can download the data from their website and clean it for this analysis using the following script.

Passing Along the Cranberry Sauce (Pure Python vs Numpy vs Numba)

Speeding up your program by over 40x with little cost

Exploring Changes in Preferences in Beer Across the US

The reign of light beers is ending and at least judges are more likely to award medals to Wild/Sour beers, IPAs, and Specialty Beers.