I build practical systems where software has to touch the real world: ESP32/ESP32-S3 hardware, Python automation, computer-vision pipelines, editor tooling, and small web/API applications.
My projects are experiments in connecting sensors, screens, cameras, bots, dashboards, and developer workflows into working prototypes.
┌─ TECHNICAL DNA ────────────────────────────────────────────────┐
│ Embedded edge ESP32 / ESP32-S3 / Arduino / CircuitPython │
│ Visual systems ILI9488 TFT / SPI displays / RGB LEDs │
│ Computer vision Python / OpenCV / MediaPipe / face detect. │
│ Developer tools VS Code extension experiments / automation │
│ Web + data WSGI / SQLite / Node.js / Socket.IO / APIs │
└────────────────────────────────────────────────────────────────┘
| Track | Real project evidence |
|---|---|
| Software architecture | Custom Python MVC forum with WSGI routing, SQLite, sessions, auth, CSRF, voting, comments, and admin workflows. |
| Developer tools | VS Code extension experiments connected with Python/vision-assisted workflows. |
| Computer vision | Camera/security prototypes using motion detection, face recognition, OpenCV/cv2, MediaPipe, and Telegram alerts. |
| Embedded + IoT | ESP32/ESP32-S3 projects for TFT displays, BLE RGB LED control, PWM web UIs, HID experiments, and device web servers. |
| Dashboards + APIs | Python desktop/API tools with local storage, offline/demo modes, charts, exports, and vendor workflow automation. |
┌──────────────────────┐
│ Python-MVC-Forum │
│ custom web stack │
└──────────┬───────────┘
│
┌───────────────────────────┼───────────────────────────┐
│ │ │
┌───────▼────────┐ ┌─────────▼─────────┐ ┌────────▼────────┐
│ Dev tooling │ │ Computer vision │ │ Embedded UI │
│ VS Code ghost │ │ AI Home Guardian │ │ ESP32S3 ILI9488 │
└───────┬────────┘ └─────────┬─────────┘ └────────┬────────┘
│ │ │
└───────────────┬───────────┴───────────────┬───────────┘
│ │
┌─────────▼─────────┐ ┌─────────▼─────────┐
│ IoT experiments │ │ Vendor dashboard │
│ BLE / PWM / HID │ │ Python + API data │
└───────────────────┘ └───────────────────┘
A lightweight forum application built with pure Python, SQLite, WSGI routing, a custom MVC structure, authentication, CSRF protection, voting, comments, notifications, and admin functionality.
VS Code / developer-tool experimentation that combines editor workflow ideas with Python-side automation and MediaPipe-related assets.
Prototype smart security-camera concept using Python, OpenCV/cv2, face recognition, motion detection, MediaPipe, and Telegram alerts.
Arduino/LovyanGFX experiments for driving a 3.5" ILI9488 SPI TFT from an ESP32-S3, including display tests, live clock demos, animation experiments, and dashboard prototypes.
A collection of ESP32 / ESP32-S3 hardware experiments: BLE RGB LED control, PWM web interfaces, CircuitPython scripts, HID workflows, and device web-server prototypes.
Persian desktop dashboard and automation project for vendor workflows, with Python GUI code, SQLite/local caching, API integration, demo/offline mode, charts, export utilities, and token-management helpers.
Hardware layer ESP32 / ESP32-S3 boards
Signal layer GPIO / PWM / BLE / SPI
Interface layer ILI9488 TFT / RGB LEDs / web control panels
Runtime layer Arduino C++ / CircuitPython
Software layer Python tooling / local web servers / automation scripts
Output layer dashboards / alerts / HID actions / visual displays
Python tools + bots
↓
Real-time web systems
↓
Custom Python MVC architecture
↓
Computer vision + camera automation
↓
ESP32 / ESP32-S3 hardware experiments
↓
Developer tooling + AI-assisted workflows
- Building cleaner ESP32-S3 display and IoT prototypes.
- Connecting hardware interfaces with Python automation and web control.
- Exploring computer-vision systems that turn camera input into useful alerts.
- Improving developer workflows through VS Code and AI-assisted tooling experiments.
- Portfolio: https://amsh23.github.io/my-portfolio/
- GitHub: https://github.com/Amsh23