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LambdaOpsLab/README.md

LambdaOpsLab

Building practical AI automation systems, Agent Ops workflows, and safety-first tooling.

I am currently transitioning into technology through hands-on projects focused on:

  • AI Operations
  • Mobile automation
  • Agent safety layers
  • Digital operations
  • Career intelligence systems
  • Human-in-the-loop automation

Current Focus

  • WhatsApp Automation Ops + Safety Layer
  • Mobile Mission Control
  • Lambda Career Radar
  • Portfolio projects for AI-assisted operations

Operating Principles

  • Build small, useful systems
  • Keep humans in control
  • Log important actions
  • Use HOLD modes for sensitive automation
  • Turn experiments into portfolio-ready projects

Tech Direction

Python · FastAPI · SQLite · Android Automation · Shizuku · UIAutomator · GitHub · Agent Ops · AI Workflows

This profile is my public lab for learning, building, documenting, and shipping practical automation systems.

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  1. career-signal-engine career-signal-engine Public

    Deterministic and explainable career signal engine for job opportunity scoring, visibility decisions, user feedback signals, and adaptive recommendations.

    Python

  2. agent-ops-control-room agent-ops-control-room Public

    Operational governance for responsible AI-assisted automation.

    JavaScript