Software and Mathematics are a life long process of learning for me. This site has a small collection of my work, and work that builds on open source.

1. Geospatial Intelligence System Design
2. Robotic Cell Design and Deployment
3. Machine Learning for Manufacturing
4. Data Engineering
5. Lean Product Development
6. Software Architecture
7. Cloud Architecture
8. Automated Testing
9. Web Applications
10. Graph Databases & Knowledge Graphs
11. Network Architecture
12. Data Visualization

1. Generative Art & Music
2. Geospatial Systems
3. Cloud Architecture
4. Machine Learning
5. Deep Neural Networks
6. Genetic Algorithms
7. Automated Testing
8. Software Engineering
9. Continuous Integration
10. Video and Image Processing
11. Full Stack Web Applications
12. Numerical Simulations
13. Category Theory
14. Partial Differential Equations
15. Linear Algebra
16. Calculus
17. Probability and Statistics
18. Discrete Mathematics
19. Algorithms

• Global soil sample data streamed into geoJSON
• Soil Spectroscopy

1. Web - Javascript, Nodejs, React, web-componets
2. Cloudflare - Workers, KV
3. AWS - SQS, Lamda, S3, API Gateway, EC2
4. GCP - BigQuery, PubSub, Compute Engine, Cloud Storage, App Engine
5. DevOps - Saltstack, Pulumi
6. Data - ElasticSearch, Redis, Postgres, Cassandra, Oracle, Kafka
7. Microsoft - C#, .NET
8. Golang - https://ebitengine.org/
9. Python - Flask, Django, Matplotlib
10. Data visualization - Matplotlib, d3
11. Geospatial - mapbox, turf, deck.gl, globe.gl, d3
12. Graph analysis - cytoscape.js
13. Architecture BIM & CAD - IFC.js, three.js
14. User Interfaces - react, web-componets
15. P2P networks - hypercore, ipfs
16. UX Testing - Playwright
17. Point Clouds - Potree

1. Intelligence Operations
2. Geospatial Analysis
3. Synthetic Aperture Radar
4. Mission Planning
5. Signals Intelligence
6. Social Network Analysis
7. Measurement and Signature Intelligence (MASINT)

• DOCUMENT ID US 20210064812 A1
• DATE PUBLISHED 2021-03-04

See https://timcash.io for more information

Building together can greatly accelerate learning. A small amount of time a few days a week practicing a skill. Live feedback, ambient learning, and exploration supported by mentors are keys to immersive education.

• Simple Binary Search Tree implementation in Javascript
• Binary Search Tree bst.js

• openai codex mods

1. Nodejs sqllite d3 and h3.js
2. Generates GeoJSON for visualizing soil data

• soil soilspectroscopy

1. Great for quick mods and
2. Easy to manipulate etags, cookies, and headers
3. Teach others about testing and the web

• small_http

• Hour based 1:1 Maths and Software training
• Full Stack 1:1 Engineering Course

1. Declarative Techniques
2. Async Patterns
3. Hypercore Protocol

A mix of projects with myself as a core author

1. Failables
2. Google Cloud Platform
3. GCP Datastore
4. GCP PubSub
5. Mars Rover

Demostrates all the research and coordination around launching a project as a team on GCP.

1. Event processing job streams

1. Node.js in Production
2. Spherical Geometry
3. Differential Equations

These are written with friends and colleagues in mind. The code was written as a discussion. The coloring algorithm for mandlebrot is facinating

1. Mandelbrot
2. Lorenz
3. Mutli Circles

https://chromatic.systems

A study of complex numbers, fractals and coloring algorithms. Written from scratch in javascript. The coloring algorithm was challenging and fun.