FelitaD/Portfolio

Felita Donor - Portfolio

• Projects
  • Data Engineering
  • Cloud Engineering
  • Data Science
• Education

Projects

🦺 Data Engineering

• Job Radar 2.0
  Extract and analyse job market information.
  Python, dbt, Snowflake/BigQuery, Prefect, Streamlit.
• Job Radar 1.0
  Ingest, process, analyse and recommend new data engineer jobs.
  Python, PostgreSQL, Airflow, Tableau, Jupyter.
• AWS E-commerce Streaming
  Simulate the cloud-based infrastructure of an e-commerce company.
  AWS, Kinesis, Lambda, DynamoDB.
• Document Streaming
  Streaming pipeline on premise.
  Kafka, Spark, MongoDB, Streamlit.
• Sentiment Analysis API Deployment
  REST API containing Machine Learning model.
  Python, Docker, Kubernetes.
• Scraping Monitoring
  Monitoring tool for log analysis.
  Python, Bash, S3.

☁️ Cloud Engineering

• GCP Cloud Resume
  Online resume hosted on Google Cloud Platform with a visitor count.
  Cloud Storage, Cloud Load Balancer, Cloud DNS, HTML, CSS, Javascript. (Frontend)
  Cloud Run, Cloud Build, Cloud Endpoints, Firestore. (Backend)
  Terraform.
• Update Configuration Shell Automation
  Bash script to update a file's content on remote machine.
  Shell scripting.

 🥼 Data Science

• Scraping Diagnosis Automation
  Data processing of web scraping logs for analysis in Google Sheets.
  Python, S3, Bash, Google Sheets.
• R Tobacco Analysis
  Shiny app that uses time series statistical models to predict tobacco issues.
  R.
• Inequalities Visualisation
  Data visualisation of health inequalities.
  Python, Jupyter.
• Neo4j Paris Subway
  Find the shortest path between 2 subway stations.
  Neo4j.
• QGis Fracture Numérique
  Spatial analysis of internet access in relation to political votes in France.
  Python, R, QGis.

Education

📚 General Courses

• Data Engineering Academy ✅ (certificate)
• Data Engineer bootcamp ✅
• Understanding Data Engineering ✅
• Data Analyst with Python Track 80%

📘 Technology specific

APIs

• REST APIs with Flask and Python in 2023 38%

Bash

• Introduction to Shell ✅
• Introduction to Bash Scripting ✅

Databases

• Databases: Advanced Topics in SQL ✅
• Databases: OLAP and Recursion ✅
• Databases: Modeling and Theory ✅
• Introduction to Relational Databases in SQL ✅
• SQL for Joining Data ✅
• Intermediate SQL Queries ✅
• Creating PostgreSQL Databases 50%
• The Complete Python/PostgreSQL Course 2.0 45%
• Database Design 25%

dbt

• dbt Fundamentals ✅
• Jinja, Macros, Packages 100%
• Analyses and Seeds 100%

Distributed Systems

• Complete Guide to Elasticsearch 66%
• Cloud Computing Concepts - Part 1 60%
• Ultimate AWS Certified Solutions Architect Associate SAA-C03 5%

Git

• Introduction to Version Control with Git ✅
• Learn Git Branching 100%

Javascript

• The Complete JavaScript Course 2020 Build Real projects! ✅

Maths

• Data Science Math Skills 75%
• Introduction to Calculus 40%

Networking

• The Bits and Bytes of Computer Networking 30%
• The Complete Cyber Security Course Network Security! 11%

NLP

• Natural Language Processing in TensorFlow 37%

Orchestration

• The Complete Hands-On Introduction to Apache Airflow 65%

Python

• Automate the Boring Stuff with Python Programming ✅
• The Ultimate Python Unit Testing Course 25%
• Data Structures and Algorithms in Python ✅

R

• Intermediate R 73%
• Introduction to Importing Data in R 40%

Snowflake

• Key Concepts 100%
• Query History & Caching 100%

SSH

• Secure Shell essentials hands-on ✅

Visualisation

• Tableau 2022 A-Z Hands-On Tableau Training for Data Science ✅
• Learn and Understand D3.js for Data Visualization 40%
• Mastering data visualization in D3.js 45%
• Information Visualization: Foundations 90%
• Information Visualization: Applied Perceptions 25%
• Information Visualization: Programming with D3.js 25%
• Information Visualization: Advanced Techniques 25%

Web Scraping

• Modern Web Scraping with Python using Scrapy Splash Selenium 20%
• Advanced Web Scraping with Python using Scrapy & Splash 15%

 📝 Learning in Public

The Learning in public repository is a collection of studying notes (markdown, pdf, images, jupyter notebooks).
It holds the content of my knowledge management tool Obsidian that can link markdown files and represent them in a graph.