Career timelinePROFESSIONAL EXPERIENCE / Oct 2018 – May 2020
Synopsys
Technical Engineer · Machine Learning
Anomaly detection, NLP workflows, experiment tracking and data engineering for internal systems.
THE WORK
Architecture teardowns & deep dives.
APPLIED MACHINE LEARNING01
Anomaly Detection: Reducing False Alerts in IT Support
Anomaly-detection models for IT support data, supported by internal ML and data workflows.
45%fewer false-positive alerts
Synopsys · Production experienceRead deep dive
NATURAL LANGUAGE PROCESSING02
NLP for Support: Turning Ticket Text into Sentiment Signals
An NLP classification system that turns support-ticket text into sentiment signals.
100K+support tickets analyzed
Synopsys · Production experienceRead deep dive