Coordinate AI work with verification.
Work distributed across models and tools requires coordination, continuity and delivery verification.
Explore the caseSoftware, AI and automation engineering
I combine mechanical engineering, software and artificial intelligence to improve processes, connect tools and build digital products. From the first hypothesis to implementation, with clear criteria for verifying the work.
↓ Explore work and results
Each case explains the problem, my contribution and the evidence behind the outcome.
Industrial processes, digital products and AI systems — with outcomes, limitations and the challenges that remain.
Work distributed across models and tools requires coordination, continuity and delivery verification.
Explore the caseDisconnected methods and documents across product and industrial engineering created rework and waste.
Explore the case
Presentation material · project archive03 / 2026Connect a personalized tarot and astrology experience with acquisition, payments and recurring content production.
Explore the caseA manual process. A product that needs to move beyond an idea. An AI application that needs data, tools and verification. We start with the problem and define a useful deliverable.
An agent needs more than a language model. It needs a defined task, permitted tools, a way to request help and a way to verify its output. OR4CULO coordinates these responsibilities.
A reviewable editorial delivery with sources and acceptance criteria.
Aerospace research, manufacturing, consulting, mobile leadership and independent products. In each context, the work starts with understanding the system.
Explore my backgroundI investigate learning, memory, evaluation and behavior in AI systems. Hypotheses, findings and limitations are reported separately.
Explore the researchFOR RECRUITERS
Yes. I am open to a strong opportunity in software engineering, applied AI or technical leadership.
NEXT STEP
Tell me what happens today, where the friction is and what needs to change. We can assess a path toward automation, a product or an AI system.