
Karl Jones
@karljones
Legal technology founder at Obiter building research across 178,000 legal sources.
What I'm looking for
At Obiter Research Limited, I own the end-to-end technical development of a legal research and document platform approaching demo release. I built ingestion and retrieval across 178,000 legal sources, with workflows for source verification and document review.
I developed labelled evaluation pipelines to test search relevance and sensitive-information detection. I also built citation resolution and quotation comparison against source evidence, with review states that let users inspect the basis for findings.
At ArthAum Group Limited, I serve as the sole legal resource and lead the Human Capital team for 13 staff across the UK and India. I designed and maintain operational workflows for leave and timesheets, and translate those processes into Makalu, the self-hosted HR management suite I designed and built.
Experience
Work history, roles, and key accomplishments
Lead, Office of Legal & Compliance, EMEA
ArthAum Group Limited
Aug 2026 - Present (2 months)
Serves as the group's sole legal resource, advising at board level on commercial, regulatory, and employment matters. Leads the Human Capital team and manages the employment lifecycle for 13 staff across the UK and India.
Owns end-to-end technical development of a legal research platform, including ingestion, storage, search, document review, and source verification. Built evaluation pipelines and manages corporate governance and IP clearance.
Legal Analyst
ArthAum Group Limited
Nov 2025 - Aug 2026 (9 months)
Reviewed and marked up commercial agreements, researched cross-border transactional questions, and prepared briefing notes for the Managing Director. Supported live disputes through document review and chronology preparation.
Legal Intern
ArthAum Group Limited
Oct 2024 - Nov 2025 (1 year 1 month)
Provided legal research and drafting support across commercial and corporate matters.
Machine Operator
Preci-Spark Limited
Aug 2017 - Jul 2020 (2 years 11 months)
Produced safety-critical aerospace components to engineering drawings within an audited AS9100 quality system. Maintained traceability records and reported non-conformances through formal processes.
Education
Degrees, certifications, and relevant coursework
University of Nottingham
LLM, International Law
2023 - 2024
Grade: Pass
Completed an LLM in International Law with a Pass grade.
De Montfort University
LLB (Hons), Law
2020 - 2023
Grade: First Class Honours
Earned an LLB (Hons) Law with First Class Honours.
Leicester College
Diploma, Programming and Networking
2014 - 2017
Grade: Pass
Completed a Programming and Networking course with a Pass grade.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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