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  • Vietnam

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PhilippeMitch/README.md

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 adult-classifier
  • Mlflow
  • Scikit-learn
  • CI/CD
  • Github Actions
  • Docker
  • Nginx
  • PostgreSQL
  • Redis
  • Jenkins
  • Slack Notification
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
Ensuring Quality Releases
  • Azure Storage account
  • Azure Log Analytics
  • Web App
  • Azure Virtual Machines
  • Azure DevOps
  • Terraform
  • JMeter
  • Postman
  • Selenium
Building a CICD Pipeline
  • Azure Cloud Shell
  • Azure DevOps
  • Azure Pipeline
    • Azure Webapp
  • Github Action
Deploying a scalable IaaS web server in Azure
  • Azure
  • Terraform
  • Packer
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
Movie Picture Pipeline
  • Terraform
  • Docker
  • AWS EKS
  • Amazon ECR
  • Github Action

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