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datatrigger/README.md

Hello Internet! I am Vincent, a Software Engineer based in Switzerland. I have been focusing on Data Engineering and Machine Learning Operations (MLOps) over the past few years: data pipelines, CI/CD frameworks, workflow management, APIs..

So far, I have worked in several domains, namely public health, financial services and consumer electronics. I conducted a wide variety of projects involving tools like containers (e.g. Docker, Kubernetes), cloud providers (AWS, GCP), distributed computing (e.g. Spark), databases (e.g. Snowflake) and Machine Learning (e.g PyTorch, XGBoost, pandas, scikit-learn...). I use Linux shells, Git/GitHub, Python and SQL on a daily basis.

I created this GitHub account to archive projects and code that might be useful to other people, including future me. All the content is under MIT license. Feel free to use anything you may find interesting. You can find more digestible versions of most of these repositories on my blog, blog.vlgdata.io. I am also on LinkedIn.

Thanks for reading!

Links

Pinned

  1. unlimited-translation_kubernetes unlimited-translation_kubernetes Public

    Deploying our multi-container app unlimited-translation to a GKE cluster

  2. kafka_stream_air_quality kafka_stream_air_quality Public

    Retrieving the air quality index of various cities through an HTTP API and generating a Kafka stream.

    Python

  3. stocks_backend stocks_backend Public

    FastAPI backend to fetch stocks data

    Python

  4. stocks_frontend stocks_frontend Public

    Frontend of stocks single-page application stocks.vlgdata.io

    Vue

  5. unlimited-translation_docker_swarm unlimited-translation_docker_swarm Public

    A translation service (German to English) with no character limit.

  6. nlp_hugging_face nlp_hugging_face Public

    Text classification with the transformers library from Hugging Face, by fine-tuning DistilBERT or using summarization + Zero-Shot classification.

    Jupyter Notebook 3 4