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Selected work

Production systems, practical tools, and open-source experiments.

Reporting Automation Toolkit

Reusable Python and SQL workflows for reports, exports, checks, and recurring operational data tasks.

Demonstrates

  • Turning manual reporting into repeatable workflows
  • Data validation and scheduled checks
  • Practical automation around messy business data
  • Python
  • SQL
  • Automation

RAG Knowledge Assistant

Document search and Q&A prototype with grounded answers, citations, and practical retrieval workflows.

Demonstrates

  • Document ingestion and retrieval
  • Citation-backed answers
  • AI features where traceability matters
  • RAG
  • LLM
  • Search

JetTrace

ROS2 observability tooling for graph discovery, topic health, and runtime visibility in robotics systems.

Demonstrates

  • Backend tooling for distributed systems
  • Live system visibility
  • Robotics/debugging infrastructure
  • ROS2
  • Observability
  • Robotics

Local LLM Lab

Experiments with local models, GPU constraints, inference setup, and practical evaluation on consumer hardware.

Demonstrates

  • Local inference setup
  • Model/runtime comparison
  • Hardware-aware AI experimentation
  • Python
  • Open models
  • GPU