Astrophysicist • AI Architect • Data Analytics & Modular Systems
Scalable Insights from Complex Data
Open Science Advocate
Hi! I'm Olga Moreira, an astrophysicist and AI knowledge architect.
I design decentralized, portable, modular systems. My work bridges astrophysics with semantic systems for machine-learning knowledge bases.
I hold a PhD + MSc in Astrophysicsfrom the University of Liege and a BSc + MSc in Physics & Applied Mathematics (Astronomy) from the University of Porto. I've worked with both the European Space Agency (ESA) and the European Southern Observatory (ESO). Based in the Niagara region, I now focus on instruction-driven, auditable AI workflows and science-communication projects that unite logic, openness, diversity, and inclusivity.
My philosophy is rooted in local-first, eco-conscious design. Systems that run on user devices, adapt to low-resource settings, and reduce dependence on energy-intensive centralized infrastructure. For me, decentralization and modularity are more than engineering choices: they're a path towards accessibility, portability, privacy, and a lighter environmental footprint.
Strategic systems for data-heavy and AI-driven teams.
I help teams design reliable, interpretable, and well-structured AI and data workflows.
My work blends astrophysics-level analytical rigor with modern AI systems architecture, giving clients clarity, reproducibility, and measurable results.
My goal is to deliver systems that are robust, easy to maintain, and genuinely useful.
I design structured workflows that make technical content accurate, consistent, and scalable.
I turn complex datasets into clear, defensible insights using transparent, well-documented methods.
I design lightweight, privacy-conscious AI assistants tailored to real workflows.
Ideal for teams seeking portable, transparent AI assistants that enhance productivity without compromising data privacy.
A lightweight, modular reasoning engine for LLM-based assistants that integrates:
This architecture underpins my GM-RKB workflows and my personal assistant system ("Sam AI"), supporting transparent, auditable AI-human collaboration.
A structured tagging framework that encodes:
Originally developed for trauma-aware AI interaction, Neuro-Tags now serve as a reusable cognitive layer for agentic LLM systems.
If you have a project in AI, data analytics, or knowledge-system design, I'd be happy to review it.
Send me your project idea, I'll prepare a proposal and budget estimate.
A few of the systems and analyses I've been building at the intersection of starlight, data, and AI.
Local-first AI workflows for machine learning concept pages.
EMV/EVPI, Bayesian PPV, and regression analytics in Python.
Local-first personal assistant with structured reasoning and portable memory.
Integrated analysis of stellar, flare, and sunspot datasets.
Research threads and long-term projects exploring the intersection of astrophysics, AI systems, and open knowledge.
My scientific roots are in asteroseismology, solar-like oscillations in red giants, and interferometric radius calibration — work that connected stellar interiors with observable seismic signatures. I continue exploring these themes while expanding into heliophysics and space-weather research.
I am currently drafting a review paper, From SOHO to Solar Orbiter: 25 Years of Solar MHD, which traces the evolution of solar missions, MHD simulations, and the transition toward data-driven heliophysics. The review aims to bridge classical plasma modeling with modern machine learning workflows and next-generation mission data.
Additional ongoing threads include flare statistics, sunspot region analysis, and the broader interplay between magnetic activity in the Sun and other solar-type stars. These projects evolve steadily alongside my AI systems work, informing how I combine astrophysical reasoning with modern computational tools.
Ongoing conceptual development of AI systems that combine:
This includes the evolving "Assistant Brain" architecture, designed for local-first, transparent, and auditable AI collaboration.
These research threads evolve slowly and steadily alongside my professional work, informing how I design AI systems, analyze data, and explore the sky.
I build humane systems at the edge of science and AI. If you're curious, let's talk.
World Education Services (WES) has authenticated the academic credentials of Olga Moreira, PhD.
Verification confirms that:
Evidence of credential verification: WES Verification Record
Science Outreach — Coming Soon
Short, accessible articles that translate complex science into clear language.
Solar Physics — Coming Soon
Early materials for my solar-physics work: outlines, datasets, and first analyses.
Research Notes — Coming Soon
Concise technical references: cheat-sheets, guides, and structured working notes.
The development of this website involved the use of AI tools — including GitHub Copilot, Codex, and ChatGPT (GPT-5 mini) — in much the same way that modern creators use code completion, grammar checking, or documentation assistants.
AI tools were used for:
However, all architectural design, creative direction, and ethical decisions were entirely conceived, guided, and reviewed by the human creator, Olga Moreira, PhD.
Every element of content and code was manually audited for accuracy, coherence, and integrity.
This disclosure is offered in the interest of transparency — to acknowledge that while AI can support structured thinking and development, it does not replace human intent, authorship, or ethical responsibility.
Open scientific practice is more than a research standard — it's a way of engaging with knowledge that honors transparency, equity, and intellectual honesty. I align my work with the principles set out by the TU/e Code of Scientific Conduct and IGDORE's Open Scientific Practices, integrating them into every stage of my research, writing, and project design.
Core Commitments:
Open practice, to me, means building bridges between rigor and compassion — ensuring that science remains both a shared language and a shared right.
We favor local-first workflows and collect minimal analytics to protect user privacy. No personal data is sold, shared, or tracked beyond what is technically necessary for secure site functionality.
If you choose to subscribe to our newsletter, your email address will be used solely for that purpose and can be unsubscribed at any time. We support informed consent and transparent communication, because openness begins with trust.
Except where otherwise noted, all content on this website is © Olga Moreira. Fair dealing under Canadian law applies for purposes of private study, research, criticism, review, or news reporting, provided that appropriate attribution is given.
Please do not redistribute or reproduce this material in bulk or without acknowledgment.
This notice is provided to support transparency, ethical reuse, and respect for creative labor within the open science and digital media communities.
This notice is provided to uphold transparency, ethical reuse, and acknowledgment of creative contribution in digital media and open science.
This notice supports transparency, ethical reuse, and recognition of creative authorship across scientific and artistic domains.
All architectural design, creative direction, and ethical decisions were conceived, guided, and reviewed by the human creator, Olga Moreira, PhD.
For details regarding authorship and fair use:
This notice is offered in the spirit of transparency, ethical reuse, and respect for creative labor within the open science and digital media communities.
OM Scripting — Coming Soon
Gateway to my om-scripting repo: Python patterns, workflows, and modular tools.
Open Science — Coming Soon
Open-science archives, preprints, datasets, and reproducible research components.
Design & Formatting — Coming Soon
LaTeX templates and HTML/CSS layout prototypes for clean, minimal design work.
The European Space Agency (ESA) is Europe's gateway to space. Its mission is to shape the development of Europe’s space capability and ensure that investment in space continues to deliver benefits to the citizens of Europe and the world.
The European Southern Observatory (ESO) enables scientists worldwide to discover the secrets of the Universe for the benefit of all. We design, build and operate world-class observatories on the ground. Astronomers worldwide use our telescopes to tackle exciting questions and spread the fascination of astronomy: How did the Universe come into existence? What are black holes? Are we alone in the Universe?
An international university located in the heart of Europe, the University of Liège is spread out over 4 campuses gathering together 10 Faculties and 1 School of Management. Today, ULiège hosts 28,000 students forming a multicultural community brought together and animated by an intense intellectual, cultural, sports, and associative life.
The University of Porto is one of the most distinguished Portuguese institutions in international academic and scientific rankings.