As humans, recognizing a person is often similar to matching someone we see with the people we already know or…
Using Peer Reviews as Evidence in US & UK Extraordinary Talent Visas
When applying for extraordinary talent visas such as the US EB-1A, EB-2 NIW, or the UK Global Talent Visa, applicants…
7 Myths About the UK Global Talent and US Extraordinary Ability Visas
Applying for a talent-based visa can be confusing. Whether you’re thinking about the UK Global Talent Visa or the US…
A Practical Guide to Graph Traversal in Data Structures and Algorithms
Graphs are a fundamental data structure in computer science, used to model relationships between objects in a wide variety of…
Building an Atomic, High-Throughput Election System: A System Design Case Study
It’s election night. Millions of citizens have cast their votes, and across the country, hundreds of thousands of ballot boxes…
A Practical Guide to Dependency Injection and Event-Driven Architecture in FastAPI and Kafka
FastAPI has quickly become one of the most popular frameworks in the Python ecosystem because of its modern design, async-first…
A Gentle Introduction to Event Driven Architecture in Python, Flask and Kafka
In today’s fast-paced and scalable application development landscape, event-driven architecture (EDA) has emerged as a powerful pattern for building systems…
How to Calculate Percentage-Based Confidence Scores from Similarities of Embedding Models
Embedding models have become a cornerstone of modern machine learning, powering everything from recommendation engines and document search to verification…
What Are Vector Embeddings? And Why They Matter in AI
If you’ve spent time exploring machine learning or AI recently, you’ve probably heard the term “embedding” — vector embedding, word…
Digital Signatures In Python
Digital signatures play a crucial role in securing data integrity and authenticity across modern systems. Whether it’s signing documents, verifying…
