sfoteini / scientific-computing-python-freecodecamp

Python projects made for the freeCodeCamp Scientific Computing with Python Certification.

Hi there 👋

I am Foteini Savvidou! Here you will find a small sample of the projects I am working on.

😊 About me

Foteini Savvidou works as a Back-End Engineer at the Cloud Platform team of NET2GRID in Greece. She holds an integrated Master’s degree in Electrical and Computer Engineering from the Aristotle University of Thessaloniki and is interested in IoT, AI, wireless communications, cloud technologies, and biomedical engineering. Foteini has been awarded as a Microsoft Most Valuable Professional (MVP) in AI and is actively involved in the Microsoft Learn Student Ambassadors community. She constantly shares her knowledge on Microsoft Azure technologies, speaks at conferences and user groups, and runs a technical blog.

📚 Latest Blog Posts

• Use HNSW index on Azure Cosmos DB for PostgreSQL for similarity search
• Use IVFFlat index on Azure Cosmos DB for PostgreSQL for similarity search
• Use pgvector for searching images on Azure Cosmos DB for PostgreSQL
• Store embeddings in Azure Cosmos DB for PostgreSQL with pgvector
• Generate embeddings with Azure AI Vision multi-modal embeddings API

✍️ Latest Microsoft Tech Community Blog Posts

• Speed up vector search in Azure Cosmos DB for PostgreSQL with pgvector indexes
• Store and query embeddings in Azure Cosmos DB for PostgreSQL with pgvector
• Generate embeddings with the Azure AI Vision multi-modal embeddings API
• Building a vector similarity search app with Azure AI Vision and PostgreSQL
• Serverless image classification with Azure Functions and Custom Vision – Part 4

🎤 Latest Talks

• Building a vector similarity search app with Azure AI Vision and PostgreSQL
• Vector Search with Azure AI Vision and PostgreSQL – MVP TechBytes
• Microsoft Build After Party 2023
• Interview - Overcoming barriers: Empowering women in the ICT industry
• Automate Document Processing with Azure Form Recognizer

📈 GitHub Stats