Rich Riley - Director at Rich Riley Consulting Ltd

Rich Riley

Director at Rich Riley Consulting Ltd

Bristol, England, United Kingdom

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Summary

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Senior

🎓

Top School

Rich Riley is a Director and freelance Machine Learning and AI consultant with 12 years of experience building end-to-end ML systems from prototypes to business-critical production deployments. He combines hands-on expertise in deep learning, computer vision, signal processing, LLMs/RAG, and real-time conversational AI with practical experience deploying models on edge devices like NVIDIA Jetson. Rich has led teams and technical strategy in defense and industrial settings, driving reusable PyTorch pipelines, RF anomaly detection roadmaps, and multi-agent reinforcement learning projects. He pairs strong engineering delivery with stakeholder-facing communication, surfacing trade-offs, risks, and operational constraints such as limited labels, latency, and hardware. An early software engineer with notable OpenAM contributions, he still blends backend engineering discipline with ML system design to ensure reliable integrations. Based in Bristol, he also offers targeted training and workshops to lift technical and non-technical teams toward production-ready ML.

11 years of coding experience

15 years of employment as a software developer

Bachelor of Science in Computer Science, Bachelor of Science in Computer Science at University of Exeter

Masters in Advanced Computing Machine Learning and Datamining, Masters in Advanced Computing Machine Learning and Datamining at University of Bristol

Github Skills (8)

javas10

openam10

rest-api10

user-authentication10

authentication10

oauth10

java10

oid9

Programming languages (1)

Java

Github contributions (5)

OpenRock/OpenAM

Jun 2014 - Sep 2015

Mirror of https://stash.forgerock.org/projects/OPENAM/openam

Role in this project:

Back-end Developer

Contributions:82 commits in 1 year 3 months

Contributions summary:Rich primarily focused on extending and modifying the OpenAM codebase, as indicated by changes to Java files within the `openam-oauth2-common`, `openam-authentication`, and `openam-forgerock-rest` modules. These commits include adding functionality for OAuth2 clients, updating HTTP client APIs, implementing changes for the UserInfo endpoint, and fixing bugs related to session upgrades. Their contributions also include adding support for code challenge.

openamforgerockstash

richjriley/richjriley.github.io

Jul 2020 - Jul 2020

Contributions:9 pushes, 1 branch in 1 day

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