pr0ck0@portfolio ~ bash

>initializing procko.pro...

>loading knowledge graph engine...

>deploying agent swarm...

>status: AVAILABLE

$grep -r "ontology" ./research/▮

Tyler T. Procko, Ph.D.

Ontology-Based AI Engineer — LLM Agents · NLP · BFO/CCO · Knowledge Graphs · Cybersecurity · Test-Driven Development

"Casting the net for knowledge in a sea of infinite information."

⊞LinkedIn ⌥GitHub ◎Scholar ◈ORCiD ✉Substack

scroll↓

Ph.D. EECSDegree

41Refereed Publications

9+ yrsJava / Python

38Projects

SECRETAFRL Clearance

Google + StanfordCertified

$ cat competencies.json

Competencies

Scientific Writing×60

Python×54

Software Engineering×52

GitHub×50

Ontology×47

Visual Studio Code×45

OWL×45

RDF×45

Taxonomy×42

LLMs×41

Turtle×41

Knowledge Graphs×39

Semantic Web×39

RDFS×39

Stakeholder Presentation×37

Machine Learning×35

Knowledge Representation×34

Virtual Presentation×34

Linked Data×32

Java×30

GPT×27

SDLC×27

Education×27

Protégé×25

NLP×24

BFO×23

Cybersecurity×22

Draw.io×22

PROV-O×21

XAI×19

OpenAI×17

SQA×17

Prompt Engineering×16

SPARQL×16

Requirements Engineering×16

/* office & communication tools not included */

$ cat publications.bib | head -5

Recent Publications

May 2025

On the Provenance of Software Systems: Automating Software Traceability with Knowledge Graph and Large Language Model Synergy

published

Embry-Riddle Aeronautical University Scholarly Commons

Mar 2026

Embedding Provenance in Computer Vision Datasets with JSON-LD

published

arXiv

Nov 2025

Context Dropout: A Novel Method to Reduce Contextual Reliance in Object Detection

published

2025 IEEE International Conference on Future Machine Learning and Data Science (FMLDS)

2026

Prompt Provenance: Toward Traceable LLM Interactions

awaiting

The 2nd International Conference on Advanced Machine Learning and Data Science (AMLDS 2026)

2026

A Survey of Machine Learning Lifecycle Provenance: Models, Approaches and Tools

awaiting

2026 International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE)

View all 41 publications on Google Scholar →

$ gh repo list --sort updated --limit 6

Recent Repos

// commit activity819 contributions in the last year· last push 46s ago

Apr

May

Jun

Jul

Aug

Sep

Oct

Nov

Dec

Jan

Feb

Mar

Apr

2025

2026

procko.pro

★ 1

created Oct 2022updated Apr 2026

A terminal-themed portfolio powered by a single YAML file, a knowledge graph, and zero compromises.

⌥ view repo →

AI Landscape Digestv0.5.8

★ 2

created Mar 2026updated Apr 2026

Your local AI release feed, summarized on login — powered by whatever LLM CLI you have.

⌥ view repo →

Quizzicalv0.5.1

★ 1

created Apr 2026updated Apr 2026

Terminal quiz game for cert exam prep. Beat mode, combo scoring, burning fuse timer. Security+ deck included.

⌥ view repo →

dissenterv3.2.0

★ 1

created Mar 2026updated Apr 2026

Run multiple LLMs through a structured debate, surface disagreements, synthesize a decision.

⌥ view repo →

AI Configv0.1.3

★ 1

created Apr 2026updated Apr 2026

Agent config for ontology-driven LLM development. One source, minimal surface, secure by default.

⌥ view repo →

Biomedical Paper Information Extractor

★ 1

created Mar 2026updated Mar 2026

End-to-end biomedical paper analysis: VLM figure digitization + NER. Gradio UI on HuggingFace Spaces.

⌥ view repo →

View all repos on GitHub →