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VildMedPap/README.md

Lead Matching Engineer @ Daltix

Pythonista 🐍   Dockerlorian 🐳   Amazon Warrior (AWS) ☀️🌴⚔️   FastAPI devoter 💨🙏🏻   Aspiring Rustacean 🦀


My passion is the intersection between machine learning and DevOps also known as MLOps. 5 years of experience as (Senior) Data Scientist / ML Engineer but committed myself 100% to MLOps in the beginning of 2022. Since then moved on to be a Lead Matching Engineer at Daltix working with Product Matching, combining all my past experiences.

Big fan of handling as much as possible through the combination of Docker, Makefiles and configurations. Even bigger fan of unit testing, automation, coding standards / conventions, documentation, high performance optimization and lowering memory usage.

Had a minor adventure within frontend in the middle of 2021. Not hooked (maybe because it was solely as a hobby project and not professionally? Who knows...)


Contact


Tech Stack

Backend


Python pytest FastAPI Docker Nodejs Git Bash Nginx Traefik Github Actions Jenkins Terraform

Tools / OS / etc.


VSCode Jupyter Ubuntu Webpack

Databases


MongoDB PostgreSQL MySQL SQLite

Frontend (minor familarity)


JavaScript CSS3 Sass HTML5 Pug

AWS Stack


ec2 lambda DynamoDB RDS IAM API Gateway VPC S3


Pinned

  1. containerized-streamlit-and-fastapi-app containerized-streamlit-and-fastapi-app Public

    Multi-container Docker app (Streamlit app + FastAPI app)

    Dockerfile 4

  2. lambda_layers_through_docker lambda_layers_through_docker Public

    Docker: create layers for AWS lambda

    Dockerfile

  3. gh-orgstats gh-orgstats Public

    Organisation specific extension for gh cli to retrieve different statistics

    Shell 14 1

  4. docker_python_util_container docker_python_util_container Public

    Docker python utility container

    Dockerfile 1

  5. containerized_python_developer_setup containerized_python_developer_setup Public

    Containerized Python developer setup

    Dockerfile

  6. ner_doccano_utils ner_doccano_utils Public

    NER doccano utilities

    Jupyter Notebook 1