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Achievements

Achievement: Pair ExtraordinaireAchievement: YOLO

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLO

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ShaanGS/README.md

Building across AI systems, automation, developer tooling, and electronics.

Currently exploring memory-driven agents, workflow automation, PCB design, and practical AI products.

Current Work

  • Building a memory-powered incident copilot for third-party integrations
  • Experimenting with agent workflows and AI infrastructure
  • Working on custom PCB and power electronics projects
  • Exploring AI onboarding and automation systems for SMBs

Interests

  • AI agents
  • developer tools
  • automation systems
  • infrastructure and workflows
  • embedded systems
  • human-computer interaction
  • startup products

Selected Projects

Incident Copilot

Memory powered incident assistant focused on third-party integrations, context retrieval, and operational workflows.

Areas: AI agents, memory systems, integrations, automation

Building Philosophy

I learn most technologies by building things with them.

Most of my work starts from a problem, a curiosity, or a system I want to understand better, then evolves into a project.

Currently Exploring

  • long-term memory for AI systems
  • agentic workflows
  • developer infrastructure
  • automation for small teams
  • AI-native product design

Pinned Loading

  1. KairoRM KairoRM Public

    Codebase onboarding agent — point it at any repo and get architecture docs, module guides, and a live Q&A TUI.

    Python 3

  2. ventriloquist ventriloquist Public

    Turn Mac apps into MCP servers using the accessibility API. No screenshots or LLM in the loop after the first run.

    Python 2

  3. keel keel Public

    Autonomous revenue-retention agent. Investigates churn risk across Stripe, Linear and usage telemetry, then runs a policy-gated, idempotent, read-back-verified recovery play across Linear, Notion, …

    TypeScript 1

  4. ohmwork ohmwork Public

    Turns an electronics-lab open ended question into a circuit file plus the analysis it asks for, computed by running a simulator rather than guessed by a language model.

    Python 1