What I've been working on
Generating unique identifiers and managing them through a web application
The goal of this team project was to create a micro service in order to generate and allocate unique identifiers and expose them through an API for other applications. Key Concepts: chain of responsibility architecture, Domain Driven Design, unitintegration testing, relational databases using SQLAlchemy ORM, asynchronous code - resolving concurrency conflicts.
Internal Dashboard tool
The goal of this project was to create an internal tool for visualizing data. The dashboard app would communicate with a Minio S3 bucket, which would store data for the dashboard.
Thread Synchronization
Developed in Python a simulation of the famous East-West Bridge problem. For it’s solution, lock variables and Python’s Thread libraries were used,in order to prevent starva
Classification Task using Neural Networks
Developed a simple neural Network using Tensorflow & Keras in order to classify an 28x28 pixel image that depicted a Digit (Mnist Dataset). Minimized the cost function Using the Stochastic Gradient Descend, while plotting the accuracy achieved from each training Epoch.