Selected work

Projects built through experimentation.

A curated selection across MLOps, machine learning, information security and DevSecOps. Repository metrics are fetched from GitHub when available.

GitHub: 3 of 5 configured repositories matched · 3 stars · 0 forks.

Security

CipherVault

A cryptography-focused application exploring secure hashing and public-key cryptographic workflows.

Next.jsJavaScriptFastAPICryptography
1 0JavaScriptUpdated Oct 2026
MLOps

SAGE

Predictive maintenance using the AI4I dataset, developed as an end-to-end MLOps learning project.

PythonScikit-learnMLflowDocker

Repository match pending — check repository name in configuration.

Machine Learning

SVMForge

An ML application focused on model development, serving and operational practices.

PythonFastAPINext.jsMLflow
1 0PythonUpdated Oct 2026
DevSecOps

PulsarGuard

A security-oriented engineering project exploring DevSecOps, cloud, CI/CD and observability.

PythonDockerAWSCI/CD
1 0MultipleUpdated Nov 2026
AI + Security

Federated Learning IDS

A privacy-preserving intrusion-detection research project combining federated learning with lightweight encryption concepts.

PythonFlowerTensorFlowCICIDS2017

Repository match pending — check repository name in configuration.