Nathan Jones
Projects
Photography
●
Theme
Selected Works
Product case studies with measurable infrastructure impact.
View Case Study
Homelab Dashboard
LabDeck
Problem
Homelab visibility gaps across distributed nodes
System
Real-time HUD + metrics aggregation
Scale
100+ metrics collected/minute
Outcome
MTTR reduced by 65%
Tauri
TypeScript
Rust
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AI Systems
CareerOps Local
Problem
Manual job tracking and outreach
System
AI agent + LinkedIn automation pipeline
Scale
500+ daily profile scrapes
Outcome
3x interview conversion rate
Python
SQLite
LLM eval
Sales Intelligence
Co-Worker
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Sales Intelligence
Co-Worker
Problem
Fragmented sales intelligence across sources
System
AI-powered account insights + outreach engine
Scale
Real-time market signals
Outcome
Actionable outreach angles
React
Node
Docker
Personal Automation
LifeOps / MealOps
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Personal Automation
LifeOps / MealOps
Problem
Meal planning chaos and note fragmentation
System
Weekly meal plans + Apple Notes automation
Scale
Repeatable agent workflows
Outcome
Consistent meal planning
Bash
Python
Hermes
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Applications
PiSplit
Problem
Receipt chaos in team expense tracking
System
OCR + workflow engine + reimbursement pipeline
Scale
1000+ monthly receipts processed
Outcome
90% reduction in reimbursement delays
FastAPI
PostgreSQL
OCR
Photography Tooling
Culler
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Photography Tooling
Culler
Problem
Photo triage without local-first workflow
System
Local photo selection + Lightroom pipeline
Scale
Self-hosted privacy-first
Outcome
Efficient photo curation
Python
Photo workflow
Local files
Apartment Search
Apartment Scout
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Scraping
Apartment Scout
Problem
Manual SF apartment discovery and ranking
System
Automated discovery + Discord notifications
Scale
Real-time listing filters
Outcome
Focused search pipeline
Scraping
Node
Sheets
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Monitoring
Cronitor
Problem
Distributed workflow visibility gaps
System
Runtime health tracking + failure alerting
Scale
500+ scheduled jobs monitored
Outcome
Critical failures detected in <5 seconds
Node.js
Docker
Monitoring