< Professional Endorsement />
"Doby has demonstrated strong technical skills, thoughtful system-level thinking, and a clear focus on usability and maintainability. He played a key role in developing innovative tooling driven by real user and community needs. He is proactive, reliable, and communicates clearly, particularly when working on complex or cross-cutting features."
As featured in
< What I Do />
Different problems, one idea behind all of them: systems that are predictable, observable, and hard to misconfigure.
Configuration & Validation
One wrong value shouldn't be able to take down production. I make sure it can't.
AI Workflow Reliability
AI features that loop, drift, or break silently — made deterministic and traceable.
Developer Tooling
The fragile manual step everyone dreads, turned into one safe command.
Scientific Software
Research pipelines that give the same answer twice — and that others can reproduce.
Security & Forensics Tooling
After an incident: how it actually happened, traced to the evidence, never guessed.
Systems Architecture
The failure modes hiding in your system, made visible before they bite.
Independent vision · open blueprint
< Social Resource Floor />
A separate, long-term idea of mine held at arm’s length from client work, and open to collaborators.
A floor beneath which no person should fall
Human survival should not depend on financial access.
The Social Resource Floor is an open blueprint for a universal structure through which people can access the resources needed for basic survival — grounded in being human, not in financial status. It’s designed as a coordination layer above existing social-protection systems like OpenSPP and OpenG2P, not a replacement for them.
It’s early-stage and exploratory, which is exactly when extra minds matter most. Contributors from social protection, engineering, policy, or lived experience are welcome.
Trusted Partner
Justice Akason
I collaborate with Justice Akason, a cybersecurity specialist, to bring complementary security expertise to projects and products where deeper security assessment and hardening are needed.
Justice is also my cybersecurity manager on Nimbus Vestige, a self-hosted forensic reconstruction platform for cloud and identity incidents. Together, we bring both software reliability and cybersecurity perspectives to the project.
Connect with Justice on LinkedIn →Merch · powered by Fourthwall
< Rep the Lab />
Like the circuit mark? Now you can wear it — tees, mugs, bottles, and desk gear, all stamped with the DBC logo.
Visit the DBC shop →