THE QUEST LOG
Experiments don't exist in isolation. Quests are the arcs — the questions that took months, the hypotheses that kept evolving, the stories that only make sense in sequence.
1RgRAG3
2EmEmbed0
3RkRerank0
4EvEvals3
5ClCalibrate0
6BmBenchmark0
7MlMLOps2
8LtLatency0
9CsCost0
10ScScale0
11PrPrompts0
12SfSafety0
13DbDebug0
14NtNotes1
15ThTheory1
16OpOptimise2
★ 3 QUESTS · 3 ACTIVE
Q-01
Building RAG from Scratch
Personal knowledge retrieval — from zero to state-of-the-art
✓ 0 achievements ⚠ 0 learnings 5 experiments
2026-05 → present →
Q-02
ML Foundations from First Principles
The fundamentals every MAANG interview tests — owned, not memorised
✓ 0 achievements ⚠ 0 learnings 5 experiments
2026-06 → present →
Q-03
Production ML — Monitoring, Serving, Scale
Keeping models alive after launch — the MLOps half of the job
✓ 0 achievements ⚠ 0 learnings 2 experiments
2026-06 → present →