Dane Linsky Email & Phone Number

Raleigh, North Carolina, United States

- US Patent 11849064: Techniques for detecting calling anomalies in inbound call traffic in telecommunications networks- Researched, designed, developed, and deployed to both AWS and K8S a novel Bayesian approach for monitoring long term trend shifts across several thousand partitions of telecommunications data in real-time.- Designed, developed, and performed an end-to-end deployment of a novel anomaly detection system to monitor over 50,000 time series in concurrency for real time network problems to both AWS and on-prem K8s- Developed a sophisticated post-alert processing application, seamlessly deployed on Kubernetes (K8s), delivering comprehensive statistical analyses pinpointing the root causes of network anomalies. These actionable insights empower repair teams to swiftly identify and address issues, significantly reducing Mean Time to Detect (MTTD) and Mean Time to Resolve (MTTR) to surpass industry standards, thus ensuring expedited customer issue resolution.- Deployed JupyterHub to on premise K8s clusters, enabling developers around the company to have a shared, securely hosted collection of resources for model development- Crafted and executed a cutting-edge real-time fraud monitoring framework spanning the entire network, empowering internal teams to dynamically establish and refine rules instantaneously, effectively detecting fraudulent traffic influxes as they occur

Raleigh, North Carolina, United States

- Researched, Designed and Implemented a novel anomaly detection system to monitor over 100million daily voice calls for potential issues. The system monitors any number of desired metrics and sends alerts to the respective teams that can resolve any issues. Methods used include Keras, Tensorflow, AWS Sagemaker, PCA and quantile regression. - Developed a custom anomaly scoring system which is both time-series and metric agnostic. The process allows end customers to immediately determine which alerts are more serious and need immediate attention.

Master Of Science - Ms, Mathematics, 2Nd Year

My role as a graduate assistant was to both take courses and complete a full master's degree, while simultaneously working as a lecturer.

Bachelor Of Science - Bs, Mathematics And Computer Science