Algorithm Implementation for Research Teams and Early-Stage Startups

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Sciwealth Limited is a small software studio focused on algorithm implementation and research engineering.

We work with university labs, research institutes, and incubating-stage startup teams whose product or research output depends on a working algorithmic core. Our routine work consists of literature review, direct communication with the researcher or Principal Investigator, writing implementations, and validating them against reference results.

We are deliberately small. The benefit to the client is that the person reading the paper and the person writing the code are the same person, and we communicate clearly regarding what we can and cannot deliver before the work begins.

Services

Public Paper Reproduction

Implement algorithms from published papers when official code is missing, incomplete, or fails to reproduce.

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Implementation of Client Research

Implement the method described in your own paper, draft, or technical note.

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Algorithm Benchmarking & Validation

Validate algorithm performance against baselines with reproducible reports.

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Research Code Productionization

Turn "runs on the author's machine" code into a clean, documented, containerized repo.

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Algorithm Demos & Small MVPs

Wrap a working algorithm into a demo or an MVP an early team can ship.

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See full descriptions on the Services page.

Clients

University research labs
Principal Investigators commissioning an implementation their lab will build on, typically ahead of a submission deadline or a follow-up study.
Public and private research institutes
Public-sector and corporate experimental research teams in their early prototype phase, validating an approach before committing to a larger outsourced build.
Incubating-stage startups
Early teams whose product depends on an algorithmic core, needing to launch the project quickly despite a shortage of senior engineering talent.
Independent researchers
Independent or cross-disciplinary researchers who need engineering capacity attached to a specific algorithmic question.

Please describe the algorithm, paper, or prototype for which assistance is sought. A brief paragraph and a relevant link are sufficient to initiate the discussion.