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scotty595/README.md

Hi there, I'm Scott πŸ‘‹

πŸš€ What I'm Building

DriftOS – Conversation graph engine for AI

Turning flat chats into explainable, navigable graphs. When AI conversations drift, we branch.

  • 🌳 Automatic branching on semantic + functional drift
  • 🧠 Time-decay clustering for natural memory
  • 🎯 Deterministic orchestration with full observability
  • πŸ“Š Production-ready TypeScript infrastructure

Status: Patent filed (70+ USPTO claims) | London-based

🌐 driftos.dev β€’ πŸ“§ [email protected]


πŸ’Ό Background

Current:

  • πŸš€ Founder & CEO @ DriftOS (2024–Present)
    • Building conversation memory infrastructure

Previous:

  • 🏒 Technical Product Manager @ Antler (Acting Head of Product)

    • Led product strategy for early-stage venture builder
  • πŸ“ˆ Tech Lead/Product Engineer @ Launch Academy

    • Scaled to 10,000 users in 9 months
    • EdTech platform for startup founders
  • πŸ›οΈ Product Manager @ Dept. of Justice Queensland

    • Digital transformation and process optimization
  • πŸ’» Ex-IBM & Consulting


πŸ› οΈ Tech Stack

Currently using:

TypeScript β€’ Node.js β€’ React β€’ PostgreSQL β€’ Prisma
Docker β€’ Grafana β€’ Prometheus β€’ Vector Search

Interested in:

AI/ML β€’ Graph Databases β€’ Real-time Systems
Distributed Systems β€’ Developer Infrastructure

🎯 What I'm Focused On

Now:

  • Building DriftOS to production scale
  • Releasing Open Source
  • Expanding patent portfolio
  • Chasing interesting problems

Looking for:

  • 🀝 Design partner customers (AI product teams)
  • πŸ‘₯ Founding engineers (London-based)
  • πŸ”¬ Technical partnerships

🌍 Fun Facts

  • ⚑ Lived in Harbin, China for a year
  • πŸ—£οΈ Speak Mandarin
  • β˜• Coffee enthusiast (obviously)

πŸ“« Get In Touch

DriftOS inquiries:

Personal:

Currently based in: πŸ“ London, UK


When conversations drift, we branch. 🌳

Building the memory infrastructure AI deserves

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  1. DriftOS/driftos-embed DriftOS/driftos-embed Public

    Lightweight semantic conversation routing engine. Embedding-based drift detection with sub-200ms latency, zero LLM API costs. Routes messages to branches, tracks topic shifts, extracts facts.

    TypeScript 1

  2. DriftOS/driftos-core DriftOS/driftos-core Public

    Conversation routing and context management for AI applications. Route messages to semantic branches, extract structured facts with provenance, and assemble optimized LLM context.

    TypeScript 4

  3. DriftOS/drift-client DriftOS/drift-client Public

    JavaScript SDK for driftos-core - conversation routing and context management

    TypeScript 1

  4. DriftOS/driftos-mcp-server DriftOS/driftos-mcp-server Public

    MCP server for conversational memory and semantic drift detection in AI agents.

    TypeScript 1

  5. DriftOS/fastify-starter DriftOS/fastify-starter Public template

    πŸš€ Production-ready Fastify starter with TypeScript, Prisma, Docker, Prometheus, Automated Grafana Dashboards, Authentication & DriftOS' Golden Orchestrator pattern. Includes CLI generator for insta…

    TypeScript 1