Clinical science. AI systems. Workflow intelligence.
I'm Filippo Galbo, a molecular diagnostics scientist and systems builder creating AI-assisted workflows, scientific software, and operator-facing automation for laboratories, diagnostics, and regulated scientific environments.
Good systems should make competent people faster, clearer, safer, and harder to waste.
Human review
Required
Workflow logs
Visible
AI action
Controlled
Live system notes
Console online
3 live sources
3 fresh sources
Covet
teenage engineering ob–4 review 👀
Molecular diagnostics and genomics
qPCR, RT-qPCR, NGS, validation, SOPs
UChicago molecular genomics
USCAP 2019 research presentation
Employee Engagement Officer, UCH Genomics / Genetics
Startup R&D and operational systems experience
AI-assisted scientific systems builder
What I Build
I build tools that make scientific work clearer, faster, and more auditable: supervised automation, lab-facing software, AI-assisted documentation workflows, bioinformatics-adjacent utilities, quality systems support, and creative technical systems.
Clinical AI Systems
Human-in-the-loop automation, review gates, visible logs, recovery paths, and decision support for regulated scientific environments.
Scientific Software
Tools for molecular diagnostics, assay planning, qPCR, NGS, documentation, workflow design, and lab operations.
Quality and Documentation
AI-assisted SOP modernization, validation support, training materials, controlled drafting, and traceable review workflows.
Creative Technology
Recombinase, audiovisual systems, generative media, interactive instruments, and code-visible creative machines.
Flagship Systems
A few stronger systems, not every artifact in the archive.
Active
Local Computer Use Agent
A supervised Windows desktop automation agent with OCR, template matching, structured logs, local/OpenAI routing, and an operator-facing GUI.
Problem
Desktop automation usually breaks at the exact moment operators need clarity, especially when a workflow mixes...
Built
Python, Tkinter, OCR, Template matching
Status
Readable dossier available
Active
EntropySeq
Sequence-analysis tool that uses Shannon entropy to inspect DNA complexity, coding structure, and signal variation across genomic regions.
Problem
Most sequence tools show which bases are present, but not always how structural complexity changes across a region...
Built
Python, Streamlit, Sequence parsing, Sliding windows
Status
Live demo or playable route available
Active
Interactive Multivariable qPCR Simulator
A browser-based qPCR simulator that turns amplification behavior, efficiency shifts, and assay intuition into something you can inspect instead of just memorize.
Problem
qPCR is usually taught through static explanation and bench habit even though the underlying behavior is dynamic,...
Built
HTML, interactive simulation, qPCR, educational tooling
Status
Live demo or playable route available
Prototype
Img2Sound
Image-to-audio lab that turns uploaded visuals into playable sound, reverse-generated image studies, and downloadable browser renders.
Problem
Most image-to-audio experiments either stop at a one-off effect or hide the signal path so completely that it is...
Built
Python, TypeScript, Web Audio, Canvas image processing
Status
Live demo or playable route available
Research And Credibility
My background combines technical depth, scientific communication, operational awareness, and team leadership. I have worked across regulated clinical laboratory operations, molecular diagnostics, qPCR, NGS, assay workflows, SOPs, validation, troubleshooting, and translational research support.
At UChicago, I contributed to primary research presented at USCAP 2019 while also supporting clinical and data-driven laboratory work.
Featured research
Extraction-Free Testing for SARS-CoV-2 in Nasal Swab and Saliva Samples on a Single High-Throughput Platform
A production-minded paper on extraction-free SARS-CoV-2 testing that consolidates nasal swab and saliva workflows onto a single high-throughput platform, emphasizing assay throughput, specimen flexibility, and practical...
Science Is Technical. Labs Are Human.
Reliable laboratory work depends on instruments, protocols, data, quality systems, and documentation, but it also depends on trust, communication, morale, and shared situational awareness.
At UChicago, I served as Employee Engagement Officer for UCH Genomics / Genetics, supporting connection, morale, and communication across a complex scientific organization. That experience shapes how I build systems around people instead of trying to route around them.
Clarify
Make messy scientific work easier to see, explain, and improve.
Document
Turn expert habit into readable, auditable workflow surfaces.
Safeguard
Use review gates and visible state instead of blind automation.
Cohere
Build tools that respect the human system around the bench.
Open To Roles, Collaborations, And Systems Work.
I'm especially interested in clinical AI implementation, laboratory informatics, scientific software, workflow automation, quality systems, SOP modernization, bioinformatics-adjacent tooling, and regulated documentation systems.
Recombinase Portal
Recombinase is the creative technology world: music, video, visual systems, generative media, audiovisual instruments, and darker code-visible experiments.
Contact
I'm open to professional roles, collaborations, and systems work in clinical AI implementation, laboratory informatics, scientific software, workflow automation, quality systems, SOP modernization, and regulated documentation tooling.
Direct email is not published yet, so professional contact is currently channel-based through the public profiles below.