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guillaumepot/README.md

About Me

Tech & Data passsionate, I pursue my professional goals as IA & Data engineering.

Learning continuously about Mlops, Data Engineering & Machine Learning, I also have a strong foundation as team & project management.


Working on 🚀

-▶ DataScience & Data Analysis teaching for students as Freelance for Omnes Education -▶ Data4Good Off season project: ENR (Joined october 2024, starting to help december 2024)

Current goal 🎯

-▶ AWS Solution Architect certificiation


Collaboration

You can reach me through LinkedIn for any collaboration purpose about Data projects, open to professional & volunteer projects.

LinkedIn Badge


Languages and Tools

Languages

Python3 Java Scala SQL
Python Java Scala SQL

Python's libraries for Data Manipulation

BeautifulSoup Selenium Numpy Pandas pySpark Librosa NLTK openCV
BeautifulSoup Selenium Numpy Pandas Spark Librosa NLTK openCV

Data Batch | Data Streaming

Spark Kafka Hadoop Flink DBT
Spark Kafka Hadoop Flink DBT

Data Storage

PostGres BigQuery Snowflake ElasticSearch MongoDB Redis Cassandra HBase Neo4J
pg BigQuery Snowflake ElasticSearch MongoDB Redis Cassandra HBase Neo4J

Analytics, BI

Matplotlib Seaborn Bokeh Plotly Folium PowerBI Looker Studio Tableau
Matplotlib Seaborn Bokeh Plotly Folium PowerBI looker Tableau

Machine Learning

Scikit-Learn NetworkX Keras Tensorflow PyTorch Transformers Gymnasium StableBaselines3 Unity ML Agents Optuna
Scikit-Learn NetworkX Keras Tensorflow Pytorch Transformers Gymnasium StableBaselines3 Unity ML Agents Optuna

Orchestration

Airflow Mage MLflow
Airflow Mage MLflow

API

FastAPI Flask
FastAPI Flask

Monitoring

Prometheus Grafana
Prometheus Grafana

CI / CD

Git Gilab Jenkins Pytest
Git Gitlab Jenkins pytest

Environments, Testing, Deployment

Linux Docker Kubernetes Streamlit Terraform
Linux Docker Kubernetes Streamlit Terraform

GitHub Streak


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  1. MlopsParisSportifs MlopsParisSportifs Public

    Mlops project (non commercial purpose)

    Python

  2. my_bank_app my_bank_app Public

    Personal bank app

    Python