Independent consulting
Scientific computing and systems work for university departments
Architecture, programming, and research IT support — from a solo practitioner who builds and ships, not just advises.
Services
Concrete help for faculty, research IT, and department admins who need reliable compute and systems.
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Scientific computing
HPC-minded workflows, numerical pipelines, neural network training support, bioinformatics tooling, medical imaging, live-cell microscopy, data handling, and performance work for research groups.
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Systems architecture
Clear designs for lab and department systems — storage, identity, networking, and service boundaries that scale with the group.
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Custom programming
Glue code, tooling, integrations, and application work when off-the-shelf stacks stop fitting the research.
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University & research IT
Practical support alongside campus IT: pilots, migrations, documentation, and handoff that departments can own.
Approach
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Scope the real problem
Short discovery with the people who run the systems day to day — constraints, compliance, and what “done” looks like.
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Design and build
Architecture plus implementation. You get working systems and diagrams, not slide decks alone.
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Hand off cleanly
Runbooks, ownership, and knowledge transfer so the department isn’t stuck with a black box.
About
J-compute is a solo practice. One person for programming and systems architecture — useful when you need depth and accountability without a large vendor footprint.
Experience spans scientific computing and research IT, including neural network training, bioinformatics tooling, medical imaging, and live-cell microscopy, for university departments and research environments that need durable systems as much as clever code.
Contact
Email is the best starting point. A short note with context, timeline, and constraints is enough — I usually reply within one business day.
Prefer your own client? Write directly to contact@j-compute.com.