Writing

Technical notes from building intelligence infrastructure.

Long-form, light on hype. Architectures, trade-offs, and post-mortems from work on censorship measurement, OSINT pipelines, election analysis, and post-quantum communications.

• Building a distributed VPN with intelligent routing

  2024-10-15

  How we route around censorship with ML-driven path selection, traffic morphing, and 142 entry-node IPs.

  CensorshipVPNML routing

• NLP pipeline for real-time sentiment analysis at scale

  2024-09-28

  Architecture of a real-time NLP pipeline: TensorFlow models, sub-2-second latency, multi-language sentiment + entity recognition.

  NLPInfrastructureTensorFlow

• Detecting election anomalies using statistical methods

  2024-09-12

  Benford’s Law, turnout modeling, ARIMA time-series — surfacing anomalies worth a second look.

  ElectionsStatisticsOSINT

• How we process 2.4M social-media posts per hour

  2024-08-30

  Apache Kafka, TimescaleDB, 80 GPU NLP workers, MinHash deduplication. The pipeline behind 58M posts/day.

  KafkaTimescaleDBNLP at scale