New York, NY

Brandon Singh

Building things that work. Photographing things that matter. Same instinct.

Work

Three things I'm currently building.

01 2024 – Present

AI Infrastructure Platform

Self-hosted everything on a single server: 64 GB RAM, 11 TB, RTX 3050, 38 containers. Nextcloud, Matrix, my media stack, all behind Caddy with TLS, on a VLAN-segmented network.

Runs my local LLM inference via Ollama. Four more VMs for Home Assistant, GNS3, remote desktop, and dedicated agent workloads.

DockerVLANsGPU PassthroughLinuxOllamaNextcloud
02 2025 – Present

Samsung Camera Reverse Engineering

Decompiled the Samsung Camera app, mapped the vendor-specific device IDs, and found a private gamma capture path Samsung never documented — vendor tag (35, 5, 0).

Built an Android Camera2 app on top: 10-bit BT.2020 capture, hardware HEVC through MediaCodec, MPEG-TS muxing, SRT live streaming via NDK.

Android Camera2Reverse EngineeringHEVCSRTKotlinNDK
03 2024 – Present

Autonomous AI Agent Platform

Persistent agent on a Linux VM, fronted by Telegram. Uses MCP for tool orchestration. Local Ollama when I can, the Anthropic API for harder problems.

Does the work I used to do by hand — research, code, file management, browser automation — and keeps doing it while I'm out with a camera.

LLMsMCPOllamaAnthropic APITelegramAgent Orchestration
Photography See all 21 →