Calm in Complexity | Data Migration • Workflow Automation • Technical Insight
Overview
I help individuals, teams, and organizations make sense of complex systems, move data safely, and streamline operations through thoughtful automation.
Whether you're planning a critical data migration, trying to clean up fragmented systems, or need workflows that don’t break under real-world use, I bring structure, clarity, and precision to your technical work.
I work best with clients who are already in motion and need someone capable, fast-learning, and quietly effective to step in, stabilize, and deliver without friction.
Core Services
• Data Planning & Migration — Move data safely and cleanly
• Automation Builds — Create scalable, maintainable workflows
• Troubleshooting & Root Cause Analysis — Find failure points in complex systems
How I Work
I ask sharp questions, set clear scopes, and help you move forward without overcomplication. I favor structure, clarity, and traction—especially in situations where momentum is needed but clarity is lacking.
If your system is breaking, slowing you down, or too messy to scale—chances are I can help.
What You Can Expect
• Direct communication and scoped outcomes
• Clear deliverables and breakdowns
• Rapid on-boarding and flexible collaboration
• Technical fluency grounded in practical value
Tools & Technologies
I work from first principles across:
I adapt quickly to unfamiliar stacks, build from what’s available, and keep things grounded in context and value—not hype or tool loyalty.
Experience includes:
• Data systems from spreadsheets to enterprise platforms
• Shell scripting, compiled (Java, C#) and interpreted languages (Python, JavaScript)
• Specialty languages like SAS, R, MQL, Pine Script
• Cloud platforms, legacy stacks, automation, and integrations
• Custom workflow automation across diverse business contexts
Clients I've Helped
• Actuarial teams stuck in 2–3 day cycles — redesigned processes to deliver results in under 30 minutes without loss of precision
• CTO and dev team mid-production failure — brought in cold, pinpointed root cause, co-led fix for next-day emergency release
• Data stakeholders needing clarity — built a unified attribution model across 20+ sources for reliable insight
• Teams modernizing infrastructure — led full migrations from physical to virtual servers with performance tuning and zero downtime
• Business owners burdened by fragile automation — replaced brittle processes with tailored, error-reducing solutions fitting their workflows
• Small business owners clarifying tech needs — collaborated to reduce waste and deliver only what’s essential
Whether working with solo operators, technical teams, or senior leadership, I focus on clarifying needs, reducing friction, and delivering results that fit the context.
Next Steps
Check my services message me with your situation. If you’re stuck, I’ll help you get unstuck. If you’re building, I’ll help you build right.
Work Terms
Availability: Project-based, retainer, or advisory. I’m selective with long-term engagements but flexible with high-leverage short-term ones. Let's scope it together.