David Dreyfus Email and Phone Number
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I'm building a team that will revolutionize how product managers, team leaders, and architects design and plan projects. By integrating cutting-edge repository search, analytics, and Large Language Models (LLMs), we aim to significantly reduce the time and effort in creating superior designs, specifications, tickets, and guidelines.As we embark on this exciting venture, we're actively seeking business partners who share our curiosity and vision. Are you facing challenges in communication that you hope AI could simplify? Let's explore how AI Maintainer can assist you and your clients in achieving more with less effort.I'm intrigued by the possibilities, as I believe it has the potential to transform the way we approach design, planning, and communication. I'd love to hear your thoughts, challenges, or discuss potential collaborations. Let's shape the future of project design and implementation together!
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Co-FounderAi Maintainer Nov 2023 - PresentLeveraging repository search, analytics, and LLMs to help product managers, team leaders, and architects create better designs, specifications, tickets, and guidelines in less time with less effort.
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Software ArchitectClear Ballot Group Apr 2021 - Nov 2023Boston, Massachusetts, UsArchitected and delivered cloud-based vote transparency system.Architected and implemented database migration and performance improvements on core voting systems application. -
Chief Data ArchitectThirty Capital Jan 2021 - Apr 2021Charlotte, North Carolina, UsArchitected and led implementation around scalable data ingest, data normalization, data quality, benchmarking, and analytics. Leaving due to massive layoff April 2021.- Provided direction for 15 developers- Improved AWS ingest and quality validation performance by a factor of five- Increased platform reliability through process smoothing, log monitoring, and process rearchitecture- Applied machine learning methods to income statement evaluation to reduce code complexity and operator engagement -
Chief ArchitectCompumark Apr 2019 - Dec 2020Modernized Compumark architecture for ingest, search, and watch of trademark data. Led implementation teams. Incorporated machine learning into data workflow. Key issues around supporting hundreds of evolving data sources, reducing human scaffolding, and improving productivity.- Managed 13 managers and developers; directed many others.- Rationalized AWS architecture and reduced spend by 20%- Streamlined DevOps, decreasing project initiation time- Migrated applications to EKS to reduce spend and increase scalability- Architected and led development of new Java-based systems for the full lifecycle of Compumark’s business. -
Senior Data ArchitectCharles River Laboratories Aug 2018 - Apr 2019Wilmington, Massachusetts, UsDeveloped architectures and led implementation for realizing value from data (Data as an Asset initiative): data lake, data catalog, governance, stewardship, data quality, end-user analytics, business intelligence (BI), data science (AI/ML), data mastering. -
Senior Data Scientist And Solutions ArchitectNorthbay Solutions May 2017 - Aug 2018Andover, Ma, UsDeveloped architectures and led on- and off-shore development teams for data lake, ML, and AI projects in the AWS cloud. - Developed metadata driven data lake architectures using serverless design in the AWS cloud- Prototyped recommender systems, text classification, document clustering, media planning, and sales diffusion networks- Trained onshore and offshore teams -
Data ScientistArete Analytics - Independent Consulting May 2009 - May 2017Spring, Texas, UsProvided proactive, customized and workable quantitative solutions to clients.Significant clients:• Precision Health Economics (PHE), Los Angeles, CA• Media Math, Cambridge, MA• The Allant Group, Burlington, MA • Warner Bros. Entertainment Group of Companies, Needham, MA• IDC Research, Inc., Framingham, MAProjects:• Data management planning; healthcare outcomes analysis via medical claims data; infectious disease simulation• Evaluation of machine learning model effectiveness• Statistical and predictive modeling• Merging of first- and third-party data; backfilling missing data; automated attribute selection and model development• Customer segmentation• Securities selection• Social science research -
Data Science Team Lead (Contract)Optum / United Health Group Oct 2016 - Feb 2017UsArchitected and led development team for data-wrangling system that automates the production of data-maps, extracts, analytical data sets, and statistical and predictive models. The system uses inference, natural language processing (NLP), and meta-data management to semi-automate requirement gathering and specification generation. It then generates the necessary code to create and validate data sets (JSON, XML, EDI). Challenges addressed: data identification, join logic, filtering, and transformation discovery. Key technologies: inference engine, Natural Language Processing, meta-data management, lambda architecture. Specific tools/platforms: Hadoop, Pig, JSON, Python/Django, R, Java, Esper. -
Consulting Data ScientistMassachusetts Office Of The State Auditor Apr 2015 - Oct 2016Developed analytic systems to identify risk within state agencies and their vendorsChallenges addressed: developing single and multi-dimensional risk measures, outlier analysis, interactive dashboard. Training and educating audit staff on power and limits of analytics. Specific tools/platforms: SQL Server, RapidMiner, R, C, Excel PowerPivot, VBA
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Director, AnalyticsAci Worldwide Mar 2013 - Apr 2015Coral Gables, Florida, UsDeveloped advanced analytics for fraud detection in high-volume payment processing environmentArchitected new fraud detection product. Developed horizontally scalable system for automating the creation and validation of predictive models from a feature library with thousands of entries. Managed data science team. -
Data Scientist (Contract)The Allant Group May 2012 - Sep 2012Downers Grove, Il, UsContracted to develop predictive models, develop use cases, and architectures for cable and TV companies merging first- and third-party data to create derived data products and backfill missing values.Reduced model development time from weeks to hours by automating attribute selection and model development for multi-million record data sets. -
Statistical Data Analyst (Contract)Warner Bros. Entertainment Group Of Companies Nov 2011 - Mar 2012Burbank, Ca, UsDeveloped predictive models, segmentation models, and scoring rules to increase in-game monetization of MMO games using advanced statistical and data mining techniques. Initiated data quality program. -
Adjunct ProfessorBoston University School Of Management 2006 - May 2011Boston, Ma, UsTeach graduate and undergraduate courses in Systems Analysis and Design (IS706 and IS469) and Six Sigma (OM 465). Develop instructional material, lecture, and counsel students. -
Founder And Chief ArchitectDatabase Publishing Software, Inc. Jul 1990 - Sep 2009DPS develops and maintains products, provides consulting services, and supports customers with software that automates document production.Designed, deployed, and maintained custom implementations at AMP, Boeing, Chrysler, Lockheed, GM, Prudential while adhering to budget constraints and deadlines.Partnered with clients and other vendors to develop customized solutions.Negotiated business process and technology set with customers to deliver final products aligned with customers’ expectations.Increased revenue by establishing global relationships with distributors in Australia, Japan, and Europe.Developed and implemented a marketing and sales strategy including trade-shows, direct mail, web, distributors and five-person direct sales force. Grew company from zero to $1+ million in annual revenue.Managed seven-person product development and engineering team.Architected, developed, and released eight products, plus their updates and upgrades, individually and through hands-on team leadership in response to emerging customer and prospect requirements.
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Technical Marketing SpecialistInterleaf Jan 1989 - Jul 1990UsEncouraged and supported 50 software developers and vendors in their efforts to create applications that complemented the Interleaf publishing system as part of Interleaf’s third-party marketing program. Provided pre- and post- sales support resulting in product investment and customer retention.Authored technical documentation supporting third-party developers.Built 10 prototypes demonstrating product capability and versatility. -
Technical Marketing SpecialistDigital Equipment Corp Jul 1987 - Dec 1988Houston, Texas, UsPerformed internal and external marketing of the VAX/Rdb relational database systems. Provided competitive marketing analysis of Relational Database systems. Developed presentations and provided presales support. -
Member Technical StaffIngres Sep 1983 - Jul 1987Round Rock, Texas, UsDeveloped Ingres RDBMS. Worked with a database kernel team (8-10 members). Specialized in query execution and optimization. Presented at user group meetings and tradeshows.
David Dreyfus Skills
David Dreyfus Education Details
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Questrom School Of Business, Boston UniversityInformation Systems -
University Of California, Berkeley, Haas School Of BusinessBusiness
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University Of California, BerkeleyComputer Science
Frequently Asked Questions about David Dreyfus
What company does David Dreyfus work for?
David Dreyfus works for Ai Maintainer
What is David Dreyfus's role at the current company?
David Dreyfus's current role is Co-Founder AI-based software design, documentation, and specification company.
What is David Dreyfus's email address?
David Dreyfus's email address is da****@****pub.com
What is David Dreyfus's direct phone number?
David Dreyfus's direct phone number is +197868*****
What schools did David Dreyfus attend?
David Dreyfus attended Questrom School Of Business, Boston University, University Of California, Berkeley, Haas School Of Business, University Of California, Berkeley.
What are some of David Dreyfus's interests?
David Dreyfus has interest in Managing Complexity, Social Services, Human Rights, Economic Empowerment, Poverty Alleviation, Science And Technology, Information System Architectures, Data Driven Decision Making.
What skills is David Dreyfus known for?
David Dreyfus has skills like Analytics, Data Mining, Business Intelligence, Databases, Predictive Analytics, Software Development, Strategy, Analysis, Predictive Modeling, Statistics, Statistical Modeling, R.
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