Projects
Projects
Technical case studies focused on infrastructure, forensic tooling, debugging, and defensive systems work.
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TraceLodger
Apr 11, 2026
Local-first forensic review platform for reconstructing AI-artifact activity timelines with evidence integrity preserved during degraded auth or network states.
- Built with
- Tauri, Rust, React, Python, WorkOS, Stripe, Neon
- Focus
- forensic workflows, evidence integrity, local-first review, entitlement-aware architecture
- Proof
- case study
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City Pulse
May 3, 2026
Dockerized traffic vision pipeline using MDOT HLS streams, Redis queues, YOLO inference, TimescaleDB, and Streamlit dashboards, hardened from fragile prototype into repeatable local stack.
- Built with
- Python, Docker, Redis, TimescaleDB, YOLO, Streamlit
- Focus
- debugging, ML pipeline operations, local-first data architecture
- Proof
- case study + repo
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Decepti-Node
Mar 5, 2026
Ephemeral honeypot orchestration on Proxmox for repeatable defensive security testing in homelab conditions.
- Built with
- Proxmox, Linux, Docker, Python
- Focus
- defensive labs, infrastructure automation, repeatable security testing
- Proof
- case study
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Portfolio Infrastructure
Apr 30, 2026
Astro portfolio deployed on a hardened DigitalOcean VPS with Nginx, TLS, and GitHub Actions CI/CD.
- Built with
- Astro, Tailwind, Nginx, GitHub Actions, DigitalOcean
- Focus
- production deployment, CI/CD, web infrastructure
- Proof
- case study
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Building a Zero-Bloat MCP Stack for Reducing AI token usage
Apr 28, 2026
A practical blueprint for reducing AI coding context bloat through tool routing, output compression, architecture mapping, and disciplined workflow constraints.
- Built with
- ai-agents, mcp, developer-tooling, workflow, context-optimization
- Focus
- systems implementation and technical execution
- Proof
- case study + repo
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Layout-Oracle
Apr 4, 2026
Pretext-profile text-wrap simulator for cross-browser wrap-drift diffs.
- Built with
- cross-browser, css, frontend, typescript, ui-testing
- Focus
- systems implementation and technical execution
- Proof
- case study + repo