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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.

Project Steer loading screen video

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.

References

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