SAM DUMONT
Freelance Cloud & AI Platform Engineer | ex-AWS
Data platforms · Garmin apps · Sensor firmware · Remote-first
Laeken, Belgium
sam@dropbars.be +32 487 633 993 Laeken, Belgium Born 1987-04-02
https://dropbars.be https://www.linkedin.com/in/samdumont/
// BLOG
// TAG: AI-AGENTS
ai-agents audio backup ble bluetooth bot-detection claude code claude-code codex computer-vision debugging e-invoicing embedded esp32 ffmpeg firmware garmin gickup gitea github go gpu hdr kubernetes legacy-software live-photos mcp nginx nrf52 numpy obsidian open-source opencv openerp peppol performance profiling protocol python reverse-engineering security self-hosted self-hosting skills softdevice telemetry terraform video voice writing
One notes folder for all my AI sessions: Obsidian, git and an MCP server
Every AI session I run forgot what the others decided. I gave them one folder of Markdown synced to Obsidian, git and an MCP server, then spent most of the time making sure a remote session that reads something nasty can't leave it behind for the next one. Self-hosted, MIT, as agent-notes.
Read more → mcp obsidian ai-agents claude-code security self-hosted open-source
Stitching Live Photos when the timestamps lie
In March I thought I'd merged iPhone Live Photos better than Apple. In September my own docs demo was replaying a cyclist. Measuring motion between overlapping clips, knowing when to refuse, and two cheap models that kept getting it almost right.
Read more → python ffmpeg computer-vision live-photos video ai-agents