Tick loops and hot paths
Find expensive loops, reduce tick cost, smooth spikes, keep TPS stable.
42clownfish
I map broken workflows, find bottlenecks, build practical tools, and help teams move faster without adding chaos.
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I fix the parts of a workflow that lag, break, desync, or turn into maintenance debt.
- Turn unclear work into mapped processes, KPIs, dashboards, and owners.
- Build lightweight tools for intake, triage, reporting, and automation.
- Translate technical problems into business impact: time saved, risk reduced, fewer handoffs, faster decisions.
Commit pulse
500 GitHub contributions in the last year. Last 13 weeks. Busiest week: 187. Updated 2026-05-31 10:19 UTC.
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. quiet : notes = fixes # shipped @ fire
Projects
Things I have designed, built, and shipped.
01 / live
Live project ↗
Audio + neuroscience research prototype
Tonotopy
Paste a YouTube track and explore an audio-driven browser visualization of population-average brain responses learned from real EEG/fMRI recordings.
Where I fit
I am strongest in roles that sit between operations, process improvement, technology, and execution.
- Process Optimization / Operations Improvement
- Digital Operations / Automation Enablement
- Workflow Analytics / BI Reporting
- AI-enabled Operations Support
How I work
Small changes. Measure it. Ship it. Repeat.
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Map the workflow
What happens, who owns it, where does it slow down?
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Measure the friction
Cycle time, rework, queue age, error rate, handoff count, SLA misses.
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Redesign the process
Remove duplicate steps, clarify ownership, define escalation paths.
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Build the tool
Dashboard, intake form, automation, script, reporting flow, or AI assistant.
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Make it adoptable
SOPs, training notes, RACI, rollout plan, feedback loop.
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Track the result
Hours saved, errors reduced, faster decisions, cleaner handoffs.
Game server improvements:
Networking and command flow
Clean packet and command handling, reduce latency, keep input predictable.
Logs and crash paths
Make failures reproducible, add useful logs, isolate root causes.
Safer rollouts
Ship smaller changes, test under load, keep rollback paths simple.
Mod compatibility
Reduce update breakage, isolate version assumptions, clean integration edges.
Worldgen determinism
Make seeds reproducible, stabilize terrain rules, keep generation fast.