Michael Malak Email & Phone Number

Austin, Texas, Us

Full-stack on the Augment Analytics features of Oracle Analytics CloudLLM/ML/NLP on back-end and rich interactive UI on front-end. DevOps when on Pager Duty.1. Invented patent-pending "Regex-by-Example" technology that produces a general regular expression given just one to three examples. It is "Programming By Example", "End-User Programming", and "Grammar Induction".2. Developed initial UI development for Gen AI assistant in Oracle Analytics Cloud, and prototyped back-end use of LLM.3. Developed Knowledge Service to semantically discover and enrich user data against the knowledge in the knowledge service4. Prototyped use of LLMs and Stable Diffusion to interpret and visualize data.5. Developed UI for “suggested visualizations” enhancement to the AI-driven “explain” feature of Oracle Analytics Cloud. https://www.youtube.com/watch?v=JpQ9V9p2hMI . Selenium, TypeScript, FontForge6. Nineteen patents granted in Natural Language Processing plus four pending (including LLM work).7. Developed interactive visualizations in d3.js

Stamford, Ct, Us

Big Data implementation and data analysis at Time Warner Cable.Helped transition Time Warner Cable's new Big Data initiative from prototype to production. Hadoop/Hive/Pig/Spark/Druid/Avro/Kryo/Kafka/Camus/Azkaban/Zookeeper and MongoDB.Whereas prototype ingested raw logs into Cloudera HDFS and aggregated with Pig into MongoDB on an hourly basis, wrote production code to ingest into MapR streaming structured Avro events from Kafka and aggregating with Spark Streaming (in Scala) and Druid in real-time. Modified Apache Spark Streaming codebase to add clean shutdown & resume capability.Performed data analytics and visualization, including churn analysis, viewership segmentation, and content delivery network (CDN) performance visualization -- using a combination of IPython Notebook/Pandas, R, Hive, d3.js/PhantomJS, and Excel.Created Javascript visualization using d3.js to dynamically generate dataflow diagrams of HDFS and MongoDB data flows amongst the various Pig, shell, and Java scripts.Metrics charting front-end also using Twitter Bootstrap JS, JQuery, and PHP Laravel framework with Eloquent ORM.Developed adapter for Javascript API client library (to instrument iOS, Android streaming video clients for Big Data event generation) for older client code bases. Node.js, Require.js, Volo, Jasmine, Mocha, Chai, Sinon, YUIDocs, Firebug, Charles.Process tools include Git, Maven, sbt/Ivy, Jenkins, Jira, and Confluence.Admin tools include Azkaban and RunIt

Systems engineer for scientific and embedded systems. Developed scientific analytic software and used it on data analysis contracts. Data acquisition simultaneously on dozens of acoustic sensors.1. Created custom non-linear regression curve fitting algorithms to model stability of compressed gas pressure vessels.2. Sped up filtering, classification, discrimination, and subsetting of acoustic data by 1000x by caching pre-computed characteristics of the acoustic waveforms.3. Demonstrated GPGPU ($500 Radeon) OpenCL-based software emulation of $25,000 analog signal processing hardware unit, combined with continuous streaming of 80MB/sec digitized waveforms over the PCIe bus.4. Connected legacy Windows scientific software to web with Apache Thrift.5. Developed an XML/XSL/Javascript/HTML5 based reporting system that ushers in a new way of managing and transmitting scientific data and reports. XML files that are small enough to e-mail contain the original data as well as XSL presentation layout as well as JavaScript to manipulate charts and graphs in real time.6. Established data governance for 50-year retention.7. Wrote data cleansing/parsing scripts in sed and gawk to clean up OCR'd paper reports.8. Managed team that developed low-power portable embedded/C Linux data acquisition and signal proc. system w/built-in cell modem for SMS text messaging.9. Developed interactive 3-D scientific visualization in C#/.NET/WPF10. Developed C#/.NET videogame that uses a physical baseball and 6'x6' impact board/projection screen. Also XSL screen scraping (for baseball stats) and embedded DOS (for controller box).11. Developed C#/.NET/PostgreSQL for 2 million gas cylinders. Performance-tuned PostgreSQL for 10x speedup.12. Developed LabVIEW-based phased array wavefront analysis, and also LabVIEW-based mobile bar-code scanner app13. Updated BOMs, performed electronic component selection, and managed inventory for signal conditioning/acoustic emission equipment.

Ms, Math

Bs, Math And Computer Science (Double Major)