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Hi My name is Daniel Takabayashi but I prefer to go by Taka

Hands-on Engineering Manager | Bringing AI-Based Products to Production at Scale.

I am an engineering leader with over two decades of professional experience, marked by significant achievements. My enthusiasm for technology and continuous learning has led me to significant tech and managerial roles in the financing, retail, and, ultimately health industries.

I hold a Master's in Software Engineering and a Bachelor's in Computer Science, which have laid a solid foundation for my career. My involvement in a wide array of projects has not only refined my technical skills but also led me to senior positions such as Software Architect, Principal Engineer, and currently Director of Engineering. My particular interest in Machine Learning and AI has been a driving force in my career, especially in making complex models practical for real-world applications.

A major highlight of my career was the successful sale of my first startup (in 2016), Boolabs, to B2W Digital, the largest e-commerce platform in Latin America. Another significant achievement was my contribution as the main contributor of Marvin IA, an innovative MLOps platform incubated by the Apache Foundation, now widely used by companies and data scientists around the globe.

Follow some more pieces of information about me:

  • 🌍  I'm based in the United States
  • 🖥️  See my portfolio at this old page
  • ✉️  You can contact me at [email protected]
  • 🚀  I'm currently working on improving lives at Overjet with Dental AI
  • 🧠  I'm learning System Design for Large Scale AI-Based Applications.
  • 🤝  I'm open to collaborating on Open-source tools that help deploy AI to production at scale.
  • ⚡  I am a Brazilian Jiu-Jitsu practitioner. Do you like martial arts?

Skills

CJavaJavaScriptPythonTypeScriptHTML5NextJsCSS3FlaskPostgreSQLMySQLMongoDBNestJSOracleGraphQLFast APINodeJSDjangoAmazon Web ServicesDockerLinuxMacOSPyTorchTensorFlowGoogle Cloud

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GitHub Stats

Taka's GitHub stats

Daniel Takabayashi's Projects

atm icon atm

Auto Tune Models - A multi-user, multi-data system for model selection and tuning.

awesome-automl icon awesome-automl

Curating a list of AutoML-related research, tools, projects and other resources

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

elyra icon elyra

Elyra extends JupyterLab Notebooks with an AI centric approach.

gcforest icon gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

incubator-predictionio icon incubator-predictionio

PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.

lit icon lit

Lightning Network node software

marvin-python-toolbox icon marvin-python-toolbox

Marvin AI has been accepted into the Apache Foundation and is now available at https://github.com/apache/incubator-marvin

ml-metadata icon ml-metadata

For recording and retrieving metadata associated with ML developer and data scientist workflows.

mlflow icon mlflow

Open source platform for the machine learning lifecycle

mmlspark icon mmlspark

Microsoft Machine Learning for Apache Spark

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