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Backend Engineer | Python, FastAPI, Docker | Secure & scalable APIs
:octocat:
Backend Engineer | Python, FastAPI, Docker | Secure & scalable APIs

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Gideon145/README.md

Hi, I'm Gideon πŸ‘‹

Cybersecurity Engineer β€” MSc Cyber Security, University of Aberdeen. I build detection and response tooling at the intersection of AI security, threat intelligence, and protocol design.

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What I Build

  • AI & LLM Security β€” Prompt injection firewalls, genetic algorithm fuzzers, autonomous SOC analysts
  • Detection Engineering β€” Sigma rules in Splunk, Sentinel, QRadar, CrowdStrike; YARA & Snort signatures
  • Blockchain Protocol Security β€” Audited smart contracts, multi-agent oracles, on-chain economic security

Featured Projects

Project Description
Prompt Firewall HTTP proxy blocking LLM prompt injection. 30+ signatures, 100% detection, 0 false positives
AI SOC Analyst Autonomous Tier-1 analyst β€” log ingestion, MITRE ATT&CK mapping, auto-correlation
InjectionForge Genetic algorithm fuzzer β€” discovered 7 novel LLM jailbreak bypass techniques
Argus Multi-agent security oracle β€” 350+ users, ChainGPT 5/5 audit, top 5 ASP on OKX.AI
Mirai Detection Toolkit YARA rules, Snort signatures, C2 simulator, IoT credential scanner
SigmaHQ Rules Merged Mirai C2 detection rules β€” SigmaHQ (10.9k stars), deployed in enterprise SOCs
TrustGuard ELO reputation + risk scoring β€” 11 adversarial tests, peer-reviewed
Breach Postmortems Independent IR analyses: Levi Strauss, Swiss Gov, UNC6671, ChainDrop, Claude AI

Recognition

  • πŸ† OKX.AI Inaugural Hackathon Winner
  • πŸ”¬ MIT Media Lab Contributor
  • πŸ›‘οΈ SigmaHQ Merged Detection Rule Contributor
  • βœ… ChainGPT 5/5 Security Audit
  • πŸ“‘ OKX.AI Pioneer β€” 6 autonomous security agents

Currently

  • MSc Cyber Security at University of Aberdeen (est. 1495)
  • Seeking security engineering roles β€” detection, AI security, threat intelligence
  • Based in Aberdeen, Scotland, UK

Building tools that actually work.

Pinned Loading

  1. argus argus Public

    Arc's first multi-agent security oracle. 3 AI agents stake USDC on verdicts. 360+ users, 1,637+ scans. 5/5 Circle primitives. ChainGPT audited. An official Circle Alliance member.

    TypeScript 4 1

  2. concord-protocol concord-protocol Public

    CONCORD β€” Living Treaty Protocol: autonomous AI-to-AI economic treaties with Cleanverse CVI/CVA identity verification, 12-state on-chain state machine, and real-time monitoring dashboard

    TypeScript

  3. detection-engineering-lab detection-engineering-lab Public

    Full-cycle detection engineering lab: Sigma rules, ATT&CK-mapped investigations, incident response workflow, and rule tuning. Built on the Elastic Stack with real Windows event logs.

  4. elk-siem-lab elk-siem-lab Public

    Python

  5. injection-forge injection-forge Public

    Python

  6. llm-prompt-firewall llm-prompt-firewall Public

    Python