Faris Al-Natsheh

Faltio

A developer-first tool for automating ML model deployment from MLflow to Kubernetes using KServe. Features a custom controller, init container logic, persistent volume setup, and external model exposure. Focused on clarity, speed, and GPU inference.

My first attempt at developing a Kubernetes operator (using Java btw)

Predictive Failure Detection for Additive Manufacturing

Backend & Ops contributor to a project that placed 2nd in the JODDB Creative Excellence Initiative. Built APIs and managed infrastructure for ML-driven fault prediction in 3D printing systems.

Rust Ray Casting Engine

Ray casting engine made with Rust

Simple Docker Orchestrator

A fun experiment over a weekend where I tried to do a basic form of distributing Docker containers across multiple machines.

AES from Scratch w/ Java

Another fun experiment where I implemented AES encryption entirely from scratch using Java

This Website

I want to eventually make this a full-fledged blog website

Spring Boot Guides

I have noticed that a few common tools and functionalities are not as well documented with working examples as I would've liked. These primarily include Stripe and JWT implementations in Spring Boot. Might post generic examples of these tools in the future.

Arduino Library for Java

Yup, another Java related library lol. Mainly found the available serial libraries to be too tedious to deal with. Maybe a proxy object to delegate all the work to. Inspired by Java-Arduino-Communication-Library

Low-level Stuff

Contrary to popular belief, I can actually code in something other than Java :D

Not entirely sure what I want to do yet. Might explore Rust or Go a bit more for something container related, such as a low-level runtime. Definitely inspired by services like Garage and Youki

I've already done quite a bit C++, and I found it quite fun to be honest. I am definitely considering going back into this domain as well.

MLOps

Following Faltio, I would still like to explore areas where I can create a more robust MLOps workflows.