rutts@workspace — ~/portfolio
● ready$ about
I am an AI engineer and ML researcher building production-grade agentic systems, code intelligence platforms, and automation for security-heavy workflows.
Current work spans backend AI systems, RAG and tool-using agents, model training and finetuning, and inference pipelines that prioritize reliability and observability.
I hold an Honours BSc in Computer Science (Data Analytics) and stay embedded with applied research partners.
$ skills
Programming Languages
AI, Data & ML Stack
Full Stack
Infra, DevOps & Tooling
$ experience
AI Engineer & ML Researcher
- Built backend and AI systems end to end for CredShields One: https://one.credshields.com/.
- Built AI components for SolidityScan, CredShields' smart contract vulnerability scanner: https://solidityscan.com/.
- Led LLM-assisted pipelines, RAG workflows, and finetuned models for smart contract vulnerability analysis.
$ projects
Autonomous fault detection and recovery system for distributed AI training, with GPU sidecars, real-time diagnosis, Colab/T4 telemetry, and Solana attestations.
$ contact
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