Victor Karamalis
E - victor@karamalis.me
Victor Karamalis — Research Scientist | Machine Learning | Platform Engineering | Educator
Contact: victor@karamalis.me
GitHub: github.com/raver8
ORCID: 0000-0002-9596-9919
Credentials: Credly Badge Portfolio
About
I am a research scientist, professor, and technologist with expertise spanning chemical informatics, machine learning, cloud data architecture, Python development, and IoT/cybersecurity. I have taught at both the graduate and undergraduate levels, delivered industry talks, and built production systems in academic and government-adjacent environments.
This repository hosts my professional portfolio site at raver8.github.io.
Academic Research & Teaching
Peer-Reviewed Research
All academic publications and research contributions are indexed on my ORCID profile:
🔗 ORCID: 0000-0002-9596-9919
Graduate Courses Taught
Course materials and syllabi for graduate-level instruction in informatics and related disciplines:
🔗 Graduate Course Portfolio — Professor Victor Karamalis
Undergraduate Courses Taught
- Informatics (Summer 2023) — undergraduate course materials:
🔗 Undergraduate Informatics Course (PDF)
Featured Projects
🔬 Machine Learning for Chemical Structures
Applying ML techniques to analyze and classify chemical structures. Built with Python.
🔗 ML Chemical Structures — GitHub Repo
⚗️ Liquid-Liquid Extraction (LLE) Web Application
A Flask-based web application for safe liquid-liquid extraction calculations, hosted on U.S. DoE infrastructure (NERSC).
- 🔗 SAFE LLE Web App (NERSC)
- 🎬 LLE to GitHub — Video Walkthrough
- 🎬 Original LLE Website (U.S. DoE) — Walkthrough
🐳 Docker & Container Registry
Hands-on example of containerization with Docker and container registries:
🎬 Docker & Registry — Video Demo
☁️ AWS IoT Data Architecture
Design and implementation of a scalable AWS IoT data pipeline architecture:
🔗 AWS IoT Architecture Example (PDF)
🌐 Flask Web Development
Python Flask web development example and course material:
🔗 Flask Web Development (PDF)
Industry & Professional Work
Product & Project Management
Examples of past product management and project delivery across technical domains:
🔗 Product & Project Management Portfolio (Google Drive)
Conference Talks & Presentations
| Topic | Venue | Link |
|---|---|---|
| IIoT Security | University of Central Florida | View Slides |
| Microsoft Data Lake Architecture | Industry Talk | View Slides |
| NIST Cybersecurity for Smart Grids | Industry Talk | View Slides |
Skills & Keywords
Python · Flask · Machine Learning · Chemical Informatics · Docker · AWS IoT · Data Architecture · Data Lake · NIST Cybersecurity · IIoT Security · Smart Grid Security · Cloud Computing · NERSC · Scientific Computing · Research Science · Higher Education · Graduate Instruction
Certifications
Verified professional certifications and badges:
🔗 Credly Badge Portfolio
Contact
📧 Email: victor@karamalis.me
🔗 GitHub: github.com/raver8
🔗 ORCID: orcid.org/0000-0002-9596-9919
Hosted on GitHub Pages