Frontend
Modern frontend development
12
Done
4
Learning
1
Target
0
Skipped
How these estimates are formed
Profile and manual review: 10
Evidence from project experience: 2
Competency mapping alignment: 5
Quiz-backed updates: 0
These roadmaps give a public view into how William is building depth across software engineering topics, where confidence is stronger, and where active learning is still underway.
110
Done
78
Learning
5
Target
0
Skipped
3314
Tracked Nodes
Software Architect
16 topics are in active learning and 0 are still areas William wants to develop further.
Backend
11 topics are in active learning and 0 are still areas William wants to develop further.
System Design
11 topics are in active learning and 0 are still areas William wants to develop further.
Modern frontend development
12
Done
4
Learning
1
Target
0
Skipped
How these estimates are formed
Profile and manual review: 10
Evidence from project experience: 2
Competency mapping alignment: 5
Quiz-backed updates: 0
Backend development and APIs
22
Done
11
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 8
Evidence from project experience: 6
Competency mapping alignment: 19
Quiz-backed updates: 0
DevOps and infrastructure
9
Done
5
Learning
1
Target
0
Skipped
How these estimates are formed
Profile and manual review: 8
Evidence from project experience: 3
Competency mapping alignment: 4
Quiz-backed updates: 0
Full stack development
8
Done
6
Learning
1
Target
0
Skipped
How these estimates are formed
Profile and manual review: 12
Evidence from project experience: 3
Competency mapping alignment: 0
Quiz-backed updates: 0
Python development
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
JavaScript mastery
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
TypeScript mastery
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
React ecosystem
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
Next.js and React ecosystem
0
Done
1
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 1
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
Node.js runtime and ecosystem
0
Done
1
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 1
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
C# and .NET development
9
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 4
Competency mapping alignment: 5
Quiz-backed updates: 0
PostgreSQL DBA
9
Done
1
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 1
Evidence from project experience: 2
Competency mapping alignment: 7
Quiz-backed updates: 0
Redis caching and data structures
3
Done
6
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 3
Competency mapping alignment: 6
Quiz-backed updates: 0
Amazon Web Services
9
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 3
Competency mapping alignment: 6
Quiz-backed updates: 0
Containerization with Docker
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
Infrastructure as Code
3
Done
4
Learning
2
Target
0
Skipped
How these estimates are formed
Profile and manual review: 9
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
System design and architecture
0
Done
11
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 5
Evidence from project experience: 5
Competency mapping alignment: 1
Quiz-backed updates: 0
Software design and architecture
12
Done
4
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 2
Evidence from project experience: 4
Competency mapping alignment: 10
Quiz-backed updates: 0
Software architect role
7
Done
16
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 6
Evidence from project experience: 4
Competency mapping alignment: 13
Quiz-backed updates: 0
Version control and collaboration
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
Security in DevOps
0
Done
7
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 7
Quiz-backed updates: 0
Claude Code and AI-assisted coding
7
Done
1
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 1
Evidence from project experience: 3
Competency mapping alignment: 4
Quiz-backed updates: 0
Vibe coding with AI
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
LLM prompt engineering
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
Building AI agents
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
AI engineering path
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
AI and data science
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
Engineering management
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
Product management
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
Developer relations
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
Backend performance best practices
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0
API security best practices
0
Done
0
Learning
0
Target
0
Skipped
How these estimates are formed
Profile and manual review: 0
Evidence from project experience: 0
Competency mapping alignment: 0
Quiz-backed updates: 0