philippemitch,github

Hi there 👋

I can collaborate with software engineers and product managers to create sufficient artificial intelligence algorithms and i put my passion for AI engineering toward creating a safe and effective AI partner.
📫 How to reach me: Send an email or comment on one of the repositories.

If you are looking for a peace of solution, I hope you find something that is useful for you on this repo.

Data Warehouse

Projects	Tools
Data Ware House For Bike Share Analytics	Python SQL Azure Database for PostgreSQL Azure Synapse
Data Ware House For Bike Share Analytics with Databricks	PySpark SQL Azure Databricks
Prescriber Analytics	Spark Python PyCharm HDFS Docker YARN Google Compute Engine Amazon S3 Azure Blob Storage PostgreSQL Linux
Sparkify S3 to Redshift ETL	Amazon S3 Python Redshift
STEDI Human Balance Analytics	AWS Glue AWS Athena AWS S3 Python Spark
Data Pipelines With Airflow	Apache Airflow AWS Redshift AWS S3 Python

Machine Learning

Projects	Tools
Build an ML Pipeline for Short-Term Rental Prices in NYC	Mlflow Scikit-learn Jupyter Wandb
Dynamic Risk Assessment	scikit-learn flask Jupyter crontab hydra-core
Inventory Monitoring at Distribution Centers	Amazon SageMaker Amazon S3 PyTorch Jupyter
Automated Passenger Boarding Kiosk	Azure Vision services Custom Vision Form Recognizer Face API Video indexer Azure Blob Storage Jupyter
API for Salary Prediction	FastAPI Scikit-learn Seaborn pandas-profiling shap jupyterlab xgboost bayesian-optimization
Predict Customer Churn	Scikit-learn Seaborn
Human Gait Recognition	OpenCV Skimage PyTorch Scikit-learn
Dimensionality Reduction	Scikit-learn Pandas Seaborn
Hierachical Clustering	Scikit-learn Pandas Scipy
Optimal Cluster for Kmeans	Scikit-learn Pandas Seaborn
Fraud Detection	Scikit-learn Pandas
Single Pose Estimation	Mediapipe MoveNet OpenCV Python Tensorflow
Multi Pose Estimation	PyTorch Resnet50 OpenCV Python Yolov8
Data Extraction With OCR and NER	Spacy Pytesseract

Desktop Application

Projects	Tools
Gestion de tache	Java JavaFx Scene Builder FontAwesomeFx MySql
System-Multi-Agent-JAde	Java JavaFx Jade Scene Builder FontAwesomeFx MySql

Data Visualization

Projects	Tools
Start with Pie chart & Bar Chart	Matplotlib Pandas Seaborn

Web Application

Projects	Tools
Sales Management	ASP.net CSharp SQL Server
Start with Django and ElasticSearch	Django ElasticSearch

DevOps

Projects	Tools
deployed a web servers for web app to an NGINX	AWS EC2 AWS S3 CloudFormation
Operationalizing a Coworking Space Microservice	AWS CLI AWS CodeBuild AWS ECR AWS EKS AWS CloudWatch

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