Code Aura@2026
Human Meaning × Data × Intelligence
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P(Meaning | ℰ) ∝ Tr( ρ · Π_Data )

From data to meaning. From systems to insight.

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Nataliya Abboud
Code Aura@2026
Intelligence with meaning.
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Portfolio · Education · AI
Code Aura

Video-first credibility.

Live Insights

Business Analysis insights visualized live

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P(Meaning | ℰ) ∝ Tr( ρ · Π_Data )

✉ nataliya.abboud@mail.mcgill.ca
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Data Analysis Projects

All data analysis & business analytics projects — click to open

Car Change Decision Analysis Finance · Decision Support → Open Auto 2026 Analysis Automotive · Data → Open Ukraine 2026 — War & Demography Research · Probabilistic Scenarios → Open Random Sample Analysis Statistics · McGill → Open BIXI Business Montréal Business Analysis · Montréal → Open Business Analysis Insights Analytics · Decision Support → Open BIXI Investment & Real Estate Investment · Real Estate · Data → Open Business Study 2026 Business · Strategy · Study → Open
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Educational Systems

Dyslexia-friendly platforms, study guides & learning tools — click to open

DEVOIRE — Forces Avenir Education · Platform → Open Dyslexia Child Development Dyslexia · Child Development → Open Dyslexia Help Apps — UMich Dyslexia · Tools · Resources → Open Code Aura Live Portfolio · Live → Open PPAER 2026 Private Pilot Exam Prep · Aviation → Open Python Pharma Tech Education · Python · Pharma → Open Kroll Rx Guide Study Guide · Québec → Open Pharmacy Management Python Python · Workflow · SQL → Open Statistics Python Statistics · McGill · Python → Open Histoire 4e Secondaire Education · Histoire · Québec → Open
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AI + Digital Projects

Intelligent concepts, visual systems & AI-enhanced workflows — click to open

SUBSTRATE AI · Co-created with Claude → Open Substrate Quantum Reality AI · Quantum · Visual → Open Science — Cortical Labs AI · Neuroscience · Research → Open Logos Substrate AI · Philosophy · Digital → Open Claude Hidden Thoughts AI · Experiment · Interface → Open Patterns Gene AI · Generative · Visual → Open 7 Ways Oracle AI · Oracle · Digital System → Open
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Strategic Presentations

Elegant decks, digital experiences & video presentations — click to open

▶ Presentation Video I YouTube · Video → Watch ▶ Presentation Video II YouTube · Video → Watch ▶ Presentation Video III YouTube · Video → Watch ▶ Presentation Video IV YouTube · Video → Watch ▶ Presentation Video V YouTube · Video → Watch Car Change Decision Finance · Decision Support → Open Auto 2026 Automotive · Analysis → Open Car Change — Version 2 Finance · Presentation → Open Car Change — Live Site Finance · Live · Web → Open PCI Design Inc Design · Strategic · Portfolio → Open
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Code Aura — Humanized AI

Intelligence with meaning · Projects, videos & live systems

Logos Substrate AI · Philosophy · Digital → Open Substrate Quantum Reality AI · Quantum · Visual → Open ▶ Presentation Video IV YouTube · Video → Watch ▶ Presentation Video V YouTube · Video → Watch