Tags
AI assistant
- A case study for AI assisted review of regulatory texts
- Design an IRB model validation library
- LLM eval for my personal usage
data engineering
- A dimensional approach to data quality principles
- Essentials of polars for pandas experts
- Exploring a large database
- Generate test dataframe with polars (powered by hypothesis)
- High performance data loading with grain
- Hit ECB data API
- Intro to Snowpark API
- Polars streaming tricks
- Puzzling query optimization behaviour and dtypes shrinking in polars
- SQLite: the absolute basics
- Use code when Dataiku's UI gets in the way
- Working with large datasets in Snowflake
- duckdb basics
dev tools
- A guide to convolution parameters in neural nets
- A patching pattern
- Build a mortgate calculator with fasthtml
- Cheatsheet for regular expression
- Design an IRB model validation library
- Fork, merge and PR
- High performance data loading with grain
- Logging in python
- Mini-tutorial for python packaging, release and publish
- Static site generator using fasthtml
- Technical writing with material for mkdocs
- Use code when Dataiku's UI gets in the way
life hack
low latency programming
- GPU puzzles annotated
- High performance data loading with grain
- Intro to JAX
- JAX as a differential calculus tool
- Scalable bootstrapping
quant methods
- A tale of convexity in credit rating assignment problem
- Hierarchical clustering with 36 LOC
- Monotonic binning with PAVA
- Random forest scaling mini-benchmark
- Repurpose hierarchical clustering for feature engineering
- Scalable bootstrapping
- The Cox survival guide: hazards, models and time
- Unpacking the k-1 in the chi-square test
- Unpacking the n-1 in the t test
- Vasicek in Basel
regulations
- A case study for AI assisted review of regulatory texts
- A guide to preparing tax form in Luxembourg
- A simple overview to EU banking regulations
- Basel Framework
- Vasicek in Basel