Automation
CLI-first tools, internal workflows, structured execution, state, and validation.
Focus
Technical work grounded in usable workflows.
My current positioning is centered on Python automation, applied AI, document workflows, and analytical infrastructure. I work best on systems that need inspectability, repeatable execution, and clear operational value.
Applied AI
Responses API integrations, structured outputs, retrieval flows, and grounded review.
Analytical Systems
Market-data processing, alerting, monitoring, and operator-facing reporting.
Selected Work
AI Orchestrator
Terminal-first Python orchestration for bounded coding-task workflows with planning, execution, review, and resumable state.
- Structured outputs
- Inspectable execution
- Workflow reliability
Legal RAG Pipeline
Document-ingestion and retrieval workflow with metadata persistence, validation, and reviewable question-answering over indexed legal materials.
- Retrieval workflows
- Document processing
- Cost-aware controls
ask-cli
Lightweight CLI utility around the OpenAI Responses API with local-file input, attachments, and retrieval-oriented document workflows.
- Local-first ergonomics
- Reusable terminal workflows
- Practical AI tooling
Market Data Analysis And Alerting Infrastructure
Python-based analytical infrastructure for market-data ingestion, time-series processing, monitoring, charting, and operator-facing alerts.
- Canonical history handling
- Monitoring and alerting
- Reviewable analytical support
Best Fit
Where I create the most value.
The strongest fit is technical work where implementation quality matters more than hype: workflow automation, retrieval systems, AI evaluation, technical operations, and documentation-heavy problem spaces.
Good match for
- Python automation and workflow engineering
- Applied AI and retrieval pipelines
- AI evaluation, review, and QA workflows
- Internal tooling for documentation-heavy teams
Contact
Available for remote work and focused consulting.
If you need Python automation, retrieval workflows, or structured AI review support, email is the fastest way to reach me.