We use LLMs and ChatGPT to understand the relationships between people, products, and organizations to assist investment professionals make better investment decisions. We are hiring experienced MLEs.

We are building applications to assist decision making using Knowledge Graphs, Speech Recognition, and Language Understanding.

We are building a data platform for public safety data. This is an opportunity to be part of a transformation in the industry and an opportunity to interact with many senior technical leaders in the company. We are building a platform in the cloud. We use .NET, Java, and Node JS, Cosmos DB, MS Sql Server, and many other technologies, as the task demands. We work in a highly collaborative environment spanning multiple organizations and applications. We are hiring.

Continuing the work we started at Infospace -building a platform that identifies monetizable content, drives traffic to the content, and monetizes the content through display and video ads. Laying the foundation for the fastest growing business in the company.

Building an ecosystem of tools to help digital publishers monetize their content without sacrificing their brand. We understand what the content is about, understand what is clicking with the audience, bring similar products to them without invading their privacy, and do all these with machines at scale without breaking the bank. We have shown that we can produce 30% better engagement if you let the machines promote content than if you did it manually.We are transitioning to the cloud and using opensource technologies.

We are building an ML platform to optimize keyword selection for driving traffic to eBay properties. We have shown that we can produce better than 40% lift on revenues of $300M+ with this platform.The platform also provides analytics to attribute revenue to affiliates and help affiliates drive the right traffic to the site. We are migrating away from legacy proprietary systems to open source systems. We use some of the latest technologies like Hadoop, Spark, and Cassandra.

Led the development of Satori, the knowledge graph with billions of facts,through its launch on Bing. Satori is about understanding the difference between 'Turkey' the bird and 'Turkey' the country beyond just the keywords. We try to understand the complete entity, extract them from text and build the relationships between entities at scale (of a billion entities). This is what powers the entities when you search on Bing. Transformed the research team to a product team, grew the team, established data quality metrics, established processes to monitor and improve quality and coverage, and shipped the product to power Bing and Cortana.Led development of the user data platform, scaling of index generation platform to process 10s of billions of documents a day from a few billion a day in a proprietary distributed computing platform, and the malware detection platform using dynamic crawling.

Led the design and development of the clinical trial management solution. The Clinical Trial Management System (now owned by Bioclinica) helps drug development by managing data collection, data protection, and traceability.Spearheaded engineering improvements in the platform and integration with third party components, leading to referenceable customers and sale of the company to Bioclinica.

Led development of platform to predict vendor delivery times using decision trees, and managed the technical support of the electronics store front. Delivered many small algorithmic improvements to finding matching accessories, experimented with presentation layouts, and the first version of the mobile retail platform in electronics retail.

Various senior leadership positions in software development and building systems for data mining, statistical inference, and optimization.* Led development and support of mission critical MES software that processed product valued at >$2MM each day with a 100+ strong global engineering team.* Led development of Text Mining platform for legal discovery at Stratify (now part of Hewlett Packard Enterprise) to discover similar documents.* Led development of inventory distribution algorithms to balance inventory across hubs for Netflix and various MIS applications, including implementing processes and organizational structure to get through the SOX audit.* Managed implementations of MES software for various manufacturing sites including St Jude Medical, Sonosite, and GE.