11 · COMPETITIONSPlanned
Kaggle Competitions
Competition write-ups are planned; no case study is available yet.
Project archive · 11 entries
All projects
My projects in language models, simulation and interactive analysis. Start with a case study, or browse the smaller experiments in football, energy and statistics.
Project archive
11 projects shown
01 · FEATUREDEvaluated prototype
Legal Text Anonymiser
Finding, removing or replacing sensitive details in legal judgments, and testing what identifying clues remain.
02 · FEATUREDEvaluated prototype
QuoteGuard
Answering insurance policy questions using quoted clauses and page references, with tests for retrieval errors and prompt injection.
03 · FEATUREDEvaluated prototype
Touchline
Asking questions of international football results in plain English, with SQL queries and match records behind each answer.
04 · SYSTEMLive
PolicyDesk
Testing whether separate planning, research and review steps improve insurance policy answers over a single retrieval step.
05 · SECURITYIn progress
Red-Team Lab
Testing prompt-injection attacks against an AI SQL assistant and checking which unsafe queries its guard blocks.
06 · SIMULATIONLive
Blackjack Simulator
Monte Carlo analysis of blackjack strategy, bankroll risk and which table conditions change the result.
07 · ANALYSISLive
Penalty Geometry & Game Theory
World Cup penalty choices as a shooter-versus-keeper payoff matrix using the keeper’s actual dive.
08 · COLLECTIONLive
ML in Football — Explorations
Interactive studies of football teams, player connections, travel and penalties.
09 · DATA PRODUCTLive
Grid Lens
A live view of Australia’s electricity mix and regional carbon intensity, calculated and cross-checked two ways.
10 · EXPLAINERSLive
Data Curiosities
Interactive explanations of counterintuitive statistics, from Simpson’s paradox to M-bias and non-collapsibility.