Edgar Rodríguez
Lead AI Engineer at B2 Impact
Gothenburg, Sweden
Summary
👤
Senior🎓
Top SchoolEdgar Rodríguez is a Lead AI Engineer based in Gothenburg with 8 years of experience building industrial-grade, explainable AI systems and production MLOps. He has led design and implementation of large-scale ML lifecycles—introducing trunk-based development, E2E integration testing, custom data-drift monitoring and serverless active model monitoring for time series forecasting—across energy and finance domains. At Siemens Energy he shipped the division’s first production ML system and governed data science lifecycle practices; at B2 Impact he scaled evaluation methodologies for zero-inflated financial portfolios deployed in multiple countries. He combines hands-on prototyping with cloud-native architecture (AWS, EKS, SageMaker, Snowflake) and a knack for mentoring teams in uncertainty estimation, hierarchical forecasting and efficient similarity search. Notably, his background in energy systems and unit-commitment optimization gives him a rare blend of domain expertise and production ML rigor.
8 years of coding experience
6 years of employment as a software developer
A-Levels, A-Levels at San Pedro PascualMSc in Energy Systems (120 ECTS), Engineering, MSc in Energy Systems (120 ECTS), Engineering at University of GävleUniversitat Politècnica de València
Spanish, English, Catalan, Swedish
Github Skills (200)
apache-spark10
python10
operation10
command-line-interface10
model-management10
metadata10
pandas-dataframe10
etl10
prompt-engineering10
mlops10
automation10
orchestration10
mlmodel10
data-engineering10
dataframes10
Programming languages (15)
Github contributions (5)
edgBR/uc-reference-model
Feb 2019 - Dec 2020
Contributions:4 commits, 3 pushes, 1 branch in 1 year 11 months
edgBR/delta-lake-polars
Dec 2023 - Jul 2025
Building a poor man's data lake: Exploring the Power of Polars and Delta Lake
Contributions:18 PRs, 36 pushes, 11 branches in 1 year 7 months
data-lakedelta-lakepolarsdata-engineeringdatalake
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