Operations-minded builder focused on practical automation, AI-assisted workflows, and technical systems.
I'm based in Austin, Texas and work at the intersection of operations, customer-facing systems, workflow automation, and AI tooling. My background is operations-heavy: solving messy real-world problems, coordinating people and processes, documenting decisions, and turning repeatable work into clearer systems.
This GitHub is where I am building public technical projects that show how I think, document, automate, and translate business problems into working tools.
A FastAPI demo that routes mock customer events through workflow triage, detects likely integration issues, recommends next actions, generates Markdown reports, and keeps an audit log.
Built with: Python, FastAPI, Pydantic, pytest, JSON, Markdown reports, and rule-based workflow routing.
This project is designed to demonstrate skills relevant to Solutions Engineering, Technical Account Management, AI workflow automation, SaaS implementation, and customer-facing technical operations.
- Building practical workflow automation and integration demos
- Using Python, FastAPI, GitHub, CLI tools, and automation platforms to reduce repetitive work
- Creating systems for triage, documentation, reporting, decision tracking, and review loops
- Exploring AI-assisted workflows, data pipelines, and business process automation
- Combining operations thinking with code, documentation, and technical communication
- Systems thinking: turning messy processes into repeatable workflows and clear documentation
- Automation mindset: identifying repeated work and turning it into usable tools or templates
- Customer-facing technical translation: connecting business needs, technical constraints, and next actions
- AI workflow design: using ChatGPT, Claude/Codex-style tools, n8n-style automation, and local-first architecture
- Cross-functional communication: translating vague needs into clear processes, requirements, and outputs
- Python scripting and API development
- FastAPI and backend workflow design
- JavaScript fundamentals
- GitHub-based project tracking and version control
- Markdown/JSON data structures and file-based workflows
- AI-assisted coding, automation, and technical documentation
- Workflow automation with tools like n8n and related agent frameworks
I am using GitHub as a public workbench for projects that show:
- how I think through systems
- how I document decisions and workflows
- how I automate repetitive operational work
- how I turn vague problems into usable technical tools
- how I connect operations, AI, and software workflows
- Solutions Engineering and Sales Engineering paths
- Technical Account Management
- Customer Success Engineering
- AI workflow and automation roles
- Technical operations and implementation roles
- Internal tooling and business process automation projects
- Email: Hello@MarshallFWalker.com
- GitHub: @MarshallFWalker