[SYSTEM.INIT] LOADING ENCRYPTED DATA PACKETS...
ACCESSING ENGINEERING PORTFOLIO. HIGH-VALUE TARGETS & PRODUCTION SYSTEMS.
Real-time EDR platform for 5M+ users. End-to-end ML pipeline classifying malware families from system events, file metadata and behavioral features in real time.
Reads Android binary XML with the standard library alone — for the triage machine where pip install is not an option. Written after a parser bug returned zero attributes from every conformant manifest: the round-trip test passed because the encoder was wrong in the same direction.
High-throughput, fault-tolerant ETL processing 50TB+ daily. Custom validation routines and 400% query speed-up via partitioned columnar storage.
Transformer-based URL/SMS classifier for Android. Optimised for on-device inference via TensorFlow Lite at sub-100 ms latency.