Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Real-Time Token Stream Transformation: Mid-Flight PII Redaction & Aho-Corasick Multi-Pattern Filtering in LLM Pipelines
Streaming LLM responses character-by-character exposes sensitive data before safeguards can intervene. Build zero-latency sliding-window streaming token sanitizers with Aho-Corasick automaton algorithms.