Portfolio case study
Project Steer - Bio-Print Creator Studio
Game-like, Cyberpunk 2077-inspired Telegram mini app + MCP connector for bio-print memory activation and creator studio generation, inspired by the Eiffel Tower LLaMA space and General Agentic Memory Via Deep Research.
Overview
Telegram mini app and MCP connector for bio-print memory activation, QR-based print flows, and creator studio generation with a bot + API service. Inspired by the Eiffel Tower LLaMA space (https://huggingface.co/spaces/dlouapre/eiffel-tower-llama) and the paper "General Agentic Memory Via Deep Research" by B.Y. Yan, Chaofan Li, Hongjin Qian, Shuqi Lu, and Zheng Liu (https://arxiv.org/abs/2511.18423).
What It Covers
- Telegram mini app + bot
- MCP connector with OAuth issuer
- QR activation + print storage pipeline
Stack And Topics
- Node.js
- Express
- Telegraf
- Prisma
- Postgres
- Vite
- React
- TypeScript
- Cloud Run
- MCP
Public Signals
- Public references and qualitative delivery signals are used where numeric benchmarks are not public.