Michael M.

● Currently developing API to perform anomaly detection on time-series data using an HTM AI algorithm. HTM – or Hierarchical Temporal Memory – is a learning algorithm developed by Numenta (http://numenta.com) from on-going research on the mechanism of biological intelligence. ● Developed GeoDB (http://geodb-cities-api.wirefreethought.com), a subscription-based publicly available REST service to expose and query worldwide city/region/country toponym data in multiple languages. ● Implemented a Spring Boot micro-service to preload all city data into memory, as well as to update that in-memory data on a regular cron schedule. Used external Mongo cloud-based instance as source-of-truth. ● Implemented a Java-based ETL process to download Geonames and Wikidata, merge the two data streams together, throw out bad data, determine the DB diff, then update MongoDB appropriately. Run on a Linux cron schedule. ● Implemented a Dev portal site to document usage as well as provide a live demo, using a combination of Angular and VueJS. ● Integrated with RapidAPI to support paid subscriptions. ● Deployed the service to a Google GCP Kubernetes cluster, with appropriate IP whitelisting to restrict access to RapidAPI users. ● Technologies: Docker, AWS (Route 53, S3), GCP (Kubernetes), MongoDB, Spring Boot, Angular, Vue ● Supported clients in the healthcare, media, legal, and defense industries as detailed below.

- Developed tools to enhance development process workflow, including custom code-analysis reports. - Implemented tool to generate HTML document that describes all possible error codes returned per micro-service endpoint. - Implemented custom Maven plugin to determine the effective configuration of each micro-service in a given environment. - Developed framework-level code to support cross-cutting concerns of business-level micro services. - Implemented a way to replace Java hard-coded error-message literals and codes with externalized error templates. - Replaced Java error-handling logic with exception-less approach in order to improve performance. This allowed returning a result payload with one or more errors. - Developed Java asynchronous result processing library backed by Redis queues. - Developed Spring-Boot micro-services, responsible for provisioning, updating, and querying user accounts, including basic account and VOD subscription info. - Developed and maintained an access-token service used by other micro-services to authorize access to specific endpoints. - Assisted in customizing VOD systems for Cisco clients. - Developed custom ESB components and REST web-services as part of content workflow. Technologies: Docker, Jenkins, Kubernetes, Mockito, MongoDB, Oracle, Redis, Spoon, Spring, Spring Boot, Spring Integration