Cesar聽Rodriguez
Senior Data Scientist
Berlin, Germany
Summary
馃懁
Senior馃帗
Top SchoolCesar Rodriguez is a Senior Data Scientist based in Berlin with 12 years of engineering experience bridging full-stack software development and applied machine learning. He has built production ML systems across NLP, RAG-based Q&A for financial documents, device identification from smartmeter signals, algo-trading, and spam detection, and routinely ships models and services on Kubernetes using tools like MLflow, Metaflow, HuggingFace, Ray, and cloud platforms (AWS/Azure). His background as a software engineer (Go, Python, Ruby) informs pragmatic, scalable architectures鈥攅xamples include an SMPP server, ecommerce APIs, and real-time ML deployments monitored with InfluxDB/Grafana. At Deep Neuron Lab he led teams to automate extraction and XBRL mapping of financial tables and reduced user workflows by 30% through LLM+embeddings solutions, demonstrating a rare mix of research-grade methods and product-focused delivery. He鈥檚 known for quickly adapting to new technologies and for designing in-house algorithms that turn messy documents and signals into reliable, auditable outputs.
12 years of coding experience
11 years of employment as a software developer
Tecnol贸gico de MonterreyBachelor of Science Computer Engineering CS Track, Bachelor of Science Computer Engineering CS Track at Texas A&M UniversityMaster's degree in Computer Science Algorithms Data Analytics and Machine Learning, Master's degree in Computer Science Algorithms Data Analytics and Machine Learning at University of Helsinki
Spanish, English, German, Italian
Github Skills (68)
onnx10
hardware-acceleration10
rabbitmq10
pytorch10
keras10
scikit-learn10
go-client9
high-performance9
accelerator9
deep-learning9
amqp9
machine-learning9
nltk9
ai-framework9
deploying9
Programming languages (5)
Github contributions (5)
veoo/smpperf
Oct 2016 - Dec 2019
SMPP load testing and performance evaluation
Contributions:5 PRs, 13 pushes, 13 branches in 3 years 2 months
smppload-testingtestingevaluationperformance
cesarrodrig/sublime-settings
Jul 2015 - May 2021
Contributions:14 pushes in 5 years 10 months
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