Alan I Chao work email
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Alan I Chao personal email
My current interests are in the areas of large-scale machine learning and distributed systems. I started Prism Informatix to explore decentralized approaches to predictive analytics using distributed algorithms that goes beyond the map-reduce programming model. The result is what we call Collaborative Analytics, a fundamentally new approach for learning and prediction on high-variety Big Data from multiple data sources that does not incur the cost of data integration prior to machine learning. Instead of bringing all the data together and then distributing it for machine learning in a data center, we bring the compute to the data by learning local predictive models in situ at each data source. Intelligent agents deployed at each data source then collaborate across the network, integrating the information extracted from these local models to learn a network model. This learning of the network model is orders of magnitude faster than learning the centralized model, using compact communications across the network that obfuscates the underlying raw data, and can therefore be performed across an internet wide network. The result of this efficiency is a shortening of the analytics lifecycle, enabling adaptation of models to changing data and rapid incorporation of new data sources, all while preserving the privacy of data sources.
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Co-FounderPrism Informatix May 2009 - PresentTechnology Startup (bootstrapped)www.prisminformatix.comProduct concept: real-time predictive analytics on distributed big data (silo'ed), without integrating dataSupporting technologies: distributed algorithms for machine learning and inference, graphical model identification, artificial intelligence, distributed and parallel computing, information fusion, collaborative decision making under riskPhase I: Technical Vision & Concept Viability (June 2009 - March 2015)Proposal-driven contract research for Government customers. DARPA, ONR, I-ARPAProof of feasibility, technology risk reduction.Phase II: Commercial Product Development (April 2015 - present)Demonstration platform construction. End-end performance studies on wide variety of datasets.Application identification and customer targeting. -
Lead Algorithm EngineerSelux Diagnostics, Inc Mar 2019 - Apr 2021Boston, Massachusetts, UsLed the development of a data and machine learning pipeline for the Selux phenotypic Antimicrobial Susceptibility Testing (AST) platform. Produced analytic products that led to diagnosis and improvements to the instrument process. Produced predictive models for the Minimum Inhibitory Concentration diagnostic output for the instrument from panel assay data. Contributed to the successful submission of clinical trial data to the FDA. -
Chief EngineerBae Systems (Formerly Alphatech) 2005 - 2007London, Gb
Alan I Chao Skills
Alan I Chao Education Details
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Massachusetts Institute Of TechnologyLaboratory For Information And Decision Systems
Frequently Asked Questions about Alan I Chao
What company does Alan I Chao work for?
Alan I Chao works for Prism Informatix
What is Alan I Chao's role at the current company?
Alan I Chao's current role is Co-Founder at Prism Informatix.
What is Alan I Chao's email address?
Alan I Chao's email address is al****@****ast.net
What schools did Alan I Chao attend?
Alan I Chao attended Massachusetts Institute Of Technology.
What skills is Alan I Chao known for?
Alan I Chao has skills like Systems Engineering, Software Engineering, Program Management, Earned Value Management, Linux, System Architecture, Software Design, C++, Software Development, Embedded Systems, Integration, Simulations.
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