P0–P10 · Evidence-producing work
Project ladder
Projects span stages through explicit milestones. Their completion never completes a stage.
P0Not Started
Terminal Notebook
basic environment literacy.
1 milestone · S0
P1Not Started
Expense CLI
1 milestone · S1
Depends on P0P2Not Started
Expense Backend
3 milestones · S2 / S3 / S4
Depends on P1P3Not Started
Data Investigation
1 milestone · S6
Depends on P2P4Not Started
ML From Scratch
with NumPy.
1 milestone · S7
Depends on P3P5Not Started
Tabular ML System
1 milestone · S8
Depends on P4P6Not Started
Deep Learning System
1 milestone · S9
Depends on P5P7Not Started
Transformer Experiment
Compare classical vs pretrained transformer approach.
1 milestone · S10
Depends on P6P8Not Started
Evaluated RAG/Workflow
2 milestones · S11 / S13
Depends on P7P9Not Started
Productionized ML
1 milestone · S12
Depends on P5P10Not Started
Vertical Capstone
Combine the stack into one serious product.
1 milestone · S14
Depends on P8, P9