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Matthew Tovbin
About
Detail
CTO & Co-Founder
San Francisco, California, United States
Résumé
Jobs
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AdvisorSpecularSep 2024 - Current (1 year 11 months)AI Agents for proactive cybersecurity. Automating high quality External Network Penetration Tests and ASM.- CTO & Co-FounderFarosSep 2019 - Current (6 years 11 months)Faros is an operational data platform that brings all engineering data in one place to give engineering leaders a single-pane view of their entire software development lifecycle. Faros integrates all your engineering data sources to give you holistic visibility into the entire software development lifecycle. It takes the guesswork out of planning so that you can make decisions, allocate resources and improve productivity based on actual data. Adding a new data source is as simple as flipping a switch, even if it is a homegrown system.
- Software Engineering Architect, EinsteinSalesforceNov 2015 - Sep 2019 (3 years 11 months)• Engineering Salesforce Einstein Platform - https://www.salesforce.com/products/einstein/overview • Co-creator of TransmogrifAI (https://transmogrif.ai) — an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning. • TransmogrifAI is at the core of the following GA products: Einstein Engagement Scoring, Einstein Lead Scoring, Einstein Prediction Builder, Einstein Case Classification, Einstein Recommendation Builder.
- CTO & Co-FounderRoundupAug 2014 - Oct 2015 (1 year 3 months)Roundup is an instant newsreader, aggregating tech-news articles from your Twitter, LinkedIn, Facebook, and RSS feeds to create a personalized news collection for a clean, beautiful, and effortless reading-experience.
- Principal Engineer / Director of Engineering, PlatformBadgevilleAug 2013 - Nov 2015 (2 years 4 months)• Designed and developed scalable event processing and notification delivery system (codename "Helium-4") for the Badgeville Platform using Scala, Kafka, ElasticSearch, and HBase. • Developed backend services for Badgeville connectors with Yammer and JiveX. • Leading the Platform Team. • Scala Mentor.
- Sr. Software Engineer, BackendMr NumberJan 2012 - Jul 2013 (1 year 7 months)• Delivered scalable instant messaging system for Mr.Number and Skydeck users using Scala, Riak, and Redis. • Implemented search functionality for user profiles & photos for Skydeck app using OCaml and ElasticSearch. • Designed and developed various company APIs using OCaml. • Introduced Riak as the main datastore for phone number lookups instead of manually sharded MySQL.
- Software Engineer, Data InfrastructureConduitApr 2011 - Dec 2011 (9 months)• Engineering data analytics infrastructure for application events tracking based on Hadoop, HBase, and Riak. Coding stuff in Java, Scala, and a hint of Python.
- Software Engineer / Team Leader, API & SearchAnyClipJan 2008 - Dec 2011 (4 years)Primary responsibilities include the design and development of company APIs, search algorithms, web content crawler, and desktop applications. In particular: • Designed and developed initial company API (v1) using C#. • Authored an improved scalable search API (v2) using Java, Solr, and Cassandra, while leading a group of engineers during the project's development. • Designed and developed robust full-text search algorithms for deeply tagged video content using Java, C#, SQL, and Solr. • Authored distributed generic web content crawler used to extract movies related information.
- Software Engineer, Applications & Data InfrastructureIsraeli Military IntelligenceJan 2005 - Dec 2008 (4 years)Primary responsibilities include designing and developing server code and application infrastructure of various military data management systems. • Delivered Object-Relational Mapping solution using C# and SQL. • Authored Enterprise Service Bus system (featured: auto-discovery, pub/sub, and reliable delivery) using C#. • Developed a library of assorted infrastructure utilities for sets and graphs manipulation using C#.
Education
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- M.Sc, Computer ScienceHadassah Academic CollegeJan 2008 - Dec 2011 (4 years)
- M.Sc, Computer ScienceJerusalem Multidisciplinary CollegeJan 2008 - Dec 2011 (4 years)
- B.Sc, Computer ScienceJerusalem Multidisciplinary CollegeJan 2001 - Dec 2005 (5 years)
Projects (professional or personal)
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- PPredictionIOJan 2016 - Dec 2021 (6 years)Contributed to, and drove the submission of PredictionIO to the Apache Incubator
- TTransmogrifAIJan 2015 - Current (11 years 7 months)TransmogrifAI is an open source AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning.
- MM.Sc. Final projectJan 2010 - Dec 2011 (2 years)"Shoeprint image feature extraction" as a part of "Computerized system for aiding the expert in evaluating the degree of certainty in 2D shoeprints” by the Division of Identification and Forensic Science (DIFS) of the Israel National Police (INP) and Dr. Yoram Yekutieli [1] - 2009-DN-R-090 - http://www.nij.gov/topics/forensics/forensic-awards.htm [2] - Technical Report TP-3211, Submitted to the U.S. Department of Justice, NIJ on November 2012 - http://www.researchgate.net/publication/280803567_Expert_Assisting_Computerized_System_for_Evaluating_the_Degree_of_Certainty_in_2D_Shoeprints
- BB.Sc. Final ProjectJan 2004 - Dec 2005 (2 years)"Polyphonic sound analysis and musical features extraction", algorithm and application development by Matthew Tovbin, Nathan Gurfinkel, supervised by Dr. Amit Gal, Hebrew University of Jerusalem (HUJI)
- RRediscalaDesigned a non-blocking, Reactive Redis driver for Scala (with Sentinel support) (based on Akka framework) It helped me get deep understanding of Akka (and akka-io), and java NIO. This open source driver is now used by many small and big companies.
- GGridjsGridjs – is a free browser based computational grid, that allows to run distributed computations using MapReduce framework. Implemented on Node.js framework, as a part of 2011 Nodejs knockout. http://nodeknockout.com/teams/random-bytes
- PPrediction IOCommitter on Apache PredictionIO (incubating). PredictionIO is an open source Machine Learning Server built on top of state-of-the-art open source stack for developers and data scientists create predictive engines for any machine learning task
Awards
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- Team Astro AwardSalesforceMay 2019Team Astro Awards is given to teams who: • Delivered on their goals above and beyond expectations. • Delivered significant value to our customers, the company, and TMP. • Contributed to cross-cloud or cross-acquisition or cross-functionally or across technology stacks, or other work that exemplifies the values of Collaboration, Innovation, and Transparency, in conjunction with the summit themes of Alignment, Inspiration, and Connection. 2nd annual Astro Awards @ Salesforce Innovation Summit.
- President’s AwardSalesforceMar 2019The President’s Award is given to the top 1% of the individuals who made significant contributions to company success.
- T&P All-Stars Award WinnerSalesforceApr 2018The All-Stars Award is Technology & Product's recognition program to surface the unsung heroes and honor these inspiring leaders and innovators throughout all levels of the organization. It celebrates and recognizes the All-Stars within Technology and Products based on these core values: Trust, Customer Success, Innovation, Teamwork and Equality. 7th annual T&P All-Stars Award had 2100 peer nominees with only 27 award winners.
Publications
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- PCassandra High Performance CookbookPackt PublishingJan 2011