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toyedeji/README.md

Tunde Oyedeji

DevSecOps & Cloud Security Consultant · AI Solutions Builder · AI Security Researcher

What I Build

  • AI security research — LLM pipelines, prompt injection, agentic systems

  • Cloud-native infrastructure with compliance-first design (HIPAA, RMF, ATO, FedRAMP)

  • Production automation tools and full-stack web apps

Featured Work

  • voicemail-injection-study — Empirical prompt injection research against a production LLM voicemail-to-action pipeline

  • patchwave — Autonomous security-patch orchestration for a 24-container Proxmox testlab

  • elk-soc-demo — SOC demo environment with MITRE ATT&CK-mapped event simulator and Kibana dashboards

  • local-llm-benchmark — Empirical LLM evaluation on CPU-only hardware: 5 models, 13 hours of testing

  • icesoak — Cold plunge studio directory (Next.js / Netlify)

  • fpna-analyst-demo — AI-powered FP&A analyst demo with DuckDB warehouse, 7 analytical layers, and Claude API narration

  • testlab-grafana-dashboards — Prometheus + Grafana monitoring stack with 6 dashboards and Alertmanager ntfy alerting

    • testlab-ai-agents — AI-powered Proxmox testlab monitoring and remediation with Claude tool-use, dual safety gates, and Flask dashboard

Stack

Python · Terraform · AWS · GCP · Azure · Docker · Proxmox · n8n · Linux

📫 LinkedIn

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  1. voicemail-injection-study voicemail-injection-study Public

    Empirical study of indirect prompt injection against a production LLM voicemail-to-action pipeline: reproducible attack harness, attack-success measurement, and a defense-cost analysis of layered m…

    Python 1

  2. patchwave patchwave Public

    Autonomous security-patch orchestration for Proxmox LXC testlab clusters — serial runner, snapshot-before-patch, auto-rollback, nightly markdown report

    Python 1

  3. elk-soc-demo elk-soc-demo Public

    SOC demo environment on Elastic Stack 8.17 with MITRE ATT&CK-mapped security event simulator and 5 Kibana dashboards

    Python 1

  4. local-llm-benchmark local-llm-benchmark Public

    Empirical LLM evaluation on CPU-only testlab hardware — 5 models benchmarked for agent-capability: speed, tool-call validity, and reasoning quality

    Python 1

  5. icesoak icesoak Public

    IceSoak cold plunge directory

    Python 1

  6. fpna-analyst-demo fpna-analyst-demo Public

    AI-powered FP&A analyst demo — DuckDB warehouse, 7 analytical layers, Claude API narration, rootless Podman + Tailscale sidecar on OCI

    Python 1