Knowledge Crystals – AI for Applied Science & Experiments
Applied scientist covering cutting-edge AI research & hands-on applications. Translating complex AI innovations into accessible insights and practical implementations that bridge the gap between theoretical advancements and real-world solutions.
AI Research Coverage
AI Research Coverage
Exploring groundbreaking AI research and its implications for science and industry. My coverage translates complex innovations into accessible insights for researchers, practitioners, and curious minds.
Each article provides in-depth analysis and practical implications of cutting-edge AI research. From protein structure prediction to novel materials discovery, I cover the intersection of AI and applied science.
Personal Projects
Hands-on experiments where I implement and extend published AI research, creating practical applications and prototypes that demonstrate the real-world potential of theoretical advancements.
1
Productionize PRefLexOR
In the process to train models that construct knowledge graphs for different scientific problem domains as well as business and entertainment domains.
2
Knowledge Graph Agentic System
Creating an agentic system that LLM agents or other AI systems can call to extract information for PRefLexOR knowledge graphs as well as other types of knowledge graphs.
3
Content Creation and Deployment System
Use knowledge graphs to inform reasoning models such as OpenAI o3 to help create content. Using off the shelf tools to publish the content.
Articles
My articles combine in-depth analysis with clear explanations, making complex AI research accessible. Each piece features embedded videos, interactive elements, and downloadable resources.
Video Explanation
Visual breakdowns of complex concepts with expert interviews
Written Analysis
Detailed examination with citations and practical implications
Interactive Elements
Explorable visualizations that demonstrate key concepts
Downloadable Resources
JSON knowledge graphs and supplementary materials
About
Academic Background
Independent applied scientist with degrees in psychology and applied computer science, including a master's in applied computer science
Current Focus
Covers AI research and applies published work to real problems, bridging the gap between theory and practical implementation
Communication
Translates complex AI topics for a broad audience, making cutting-edge research accessible through various media formats
My work sits at the intersection of journalism and applied science, where I not only report on AI advancements but also implement and test them through hands-on experimentation.
Contact
Professional Platforms
Connect with me on LinkedIn and GitHub to follow my work and collaborations
Hours Response Time
I aim to respond to all professional inquiries within one business day
Connect and Collaborate
I'm always interested in collaboration opportunities and consulting projects. Reach out through LinkedIn or GitHub to start a conversation about how we might work together.