File 02 · Writing
Field Reports
Notes filed from the field. Short essays on strategy, systems design, and the parts of shipping software that don't fit in a slide.
Chronological
Recent reports
- PUB-0012024-03-15
Predicting Mental Health Indicators with Enhanced BERT
Research published at CML 2024 on utilizing fine-tuned Bidirectional Encoder Representations from Transformers (BERT) for detecting mental health indicators in text data.
8 min - FR-0022025-10-10
Optimizing SQL Queries: 3000ms down to 50ms
Lessons learned refactoring heavy enterprise database queries and execution plans for high-throughput production environments.
6 min - FR-0012024-12-05
Enforcing Single-Page PDF Constraints in LLM Generation
Building a multi-stage layout compiler to guarantee single-page document outputs from non-deterministic LLM text.
5 min