Automation Engineering
Designed and shipped pipelines that replaced manual test and reporting loops, improving speed and reducing repetitive work across teams.
Software Engineer · AI Automation · Reliability
Jeanne
I build pragmatic tools that turn repetitive work into measurable systems. Recent focus: agent workflows, experiment pipelines, and reliability engineering for finance-oriented automation.
About
I am a full-stack engineer with a reliability-first mindset. I enjoy reducing operational noise by building systems that are observable, testable, and resilient under real usage.
I currently work on AI-enhanced automation for investment research and day-to-day workflows. My preference is lightweight architecture with clear metrics and low maintenance cost.
Experience Snapshot
Reliability Improvements
Debugged deployment and runtime failures in multi-service systems, then fixed process gaps to stabilize release quality.
AI Workflow Integration
Prototyped agent-based workflows for strategy comparison and iterative research, emphasizing traceability and practical ROI.
Selected Projects
AI Strategy Runner
Experiment workflow to run and compare strategy variants, track outcomes, and shorten iteration cycles.
Case study soonAutomation Tool Upgrade
Upgraded a mostly manual workflow to over 70% automation, including test execution, reporting, and issue handling.
Case study soonDeployment Reliability Fix
Investigated recurring deployment failures and corrected workflow timing and release sequencing across teams.
Case study soonNow
- Building and comparing AI-assisted strategy workflows
- Documenting practical notes from experiments and implementation
- Improving deployment and operations reliability patterns
Contact
Best way to reach me: jeanluo.job@gmail.com
Available for freelance work in AI automation, backend systems, and reliability engineering.
Message submissions are forwarded to my email inbox.