Archives | 51eshare

2023

10

27

The core challenge began with a simple, yet deceptive, requirement: allow our data science team to collaboratively clean

2023-10-27 Data Engineering

Flask React Delta Lake Concurrency Data Lakehouse

27

The project started with a familiar, sinking feeling. We were retraining a computer vision model in Keras, built six mon

2023-10-27 Data Engineering

Keras Python MLOps DigitalOcean Apache Iceberg

27

The initial system was deceptively simple and fundamentally broken for any real-world load. A user would upload a docume

2023-10-27 Backend Architecture

JWT AWS SNS ChromaDB Spring Boot NLP

27

The project required a fault-tolerant data store with SQL capabilities for a set of services running in a resource-const

2023-10-27 Distributed Systems

Frontend Dgraph SQLite Raft Loki

27

The collapse of a monitoring system under its own data weight is a familiar story. The initial antagonist is often an un

2023-10-27 System Design

CQRS Babel Observability Architecture TimescaleDB MobX

27

The project started with a familiar, painful directive: modernize a sprawling, monolithic enterprise portal. Its fronten

2023-10-27 System Design

Styled-components Authentication gRPC SAML Micro-frontends esbuild