Developer. Hacker. Phone-as-machine advocate.
Building production systems since 2018. Currently focused on on-device AI, MCP tooling, and mobile-first development infrastructure. Based in India.
- on-device AI agents — local LLM inference on Android, zero cloud dependency
- MCP / agent tooling — typed protocol surfaces for AI-to-hardware bridges
- mobile-first dev environments — Termux, proot, reproducible phone-based workflows
- security research — APK analysis, threat detection, pentesting
runtime termux · ubuntu proot · android (no root required)
language python · shell · javascript · rust (learning)
ai local llm · mcp · adb bridge · agent orchestration
security apk analysis · manifest diffing · threat hunting
| project | description | status |
|---|---|---|
| android-ai-agent | local-llm agent that controls your phone over ADB. zero cloud. | active |
| adb-mcp | typed MCP server wrapping adb: tap, swipe, screencap, install, logcat. | active |
| termux-toolkit | dotfiles + scripts that turn Android + Termux into a reproducible dev env. | stable |
| cursor-on-android | one-command Cursor IDE + agent setup on Android. termux-native. | stable |
| on-device-llm-mobile | local LLM inference on Android. GPU-accelerated, no API keys. | active |
| mcp-server-hub | curated directory of MCP servers, installable from Termux. | stable |
| skills-orchestrator | install + route Cursor skills per project domain. one script. | stable |
| android-security-lab | APK analysis, manifest diffing, threat hunting. CLI-first. | active |
- no cloud by default. if a thing can run on a phone, it ships on a phone.
- reproducible from a single script. no "follow these 12 steps".
- typed, tested, documented. if it's not tested, it doesn't ship.
- if it can't run on Termux, it doesn't ship in this org.
- 2018–2020 — Python automation, CLI tools, Linux system administration
- 2020–2022 — Security research, APK analysis, mobile pentesting
- 2022–2024 — Dev tooling, Termux environments, Cursor agent skills
- 2024–present — On-device AI, MCP protocol, agent orchestration
porting llama.cpp GPU paths to Termux. building typed accessibility event wrappers for ADB-MCP. researching on-device vision models for screen understanding.
- collaboration — on-device AI, MCP tooling, mobile security
- contributions — PRs welcome on all repos. shellcheck clean, one concern per diff.
- security research — APK samples (manifest + dex, no personal data), threat intel sharing
- speaking / writing — mobile-first dev, on-device AI, Termux workflows
- no telemetry. no analytics. no "phone home".
- no docker. no node_modules. no electron.
- no "coming soon" features without an issue.
this README is hand-rolled. no stats card, no visitor counter, no "profile views" widget.
- github: @axe01010
- portfolio: harrydev.one (coming soon)
- email: DM on GitHub or open an issue