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I'm a Software Engineer/Applied Scientist in title, but honestly, I'm just a fun-loving guy who has an insatiable passion for solving problems. I'm fortunate to have found a career choice that best facilitates those interests.I love deeply understanding challenges at a fundamental level, iterating on potential approaches, and coming up with a solution that not only addresses all aspects of the original goals but also allows me to grow in the process.
Microsoft
View- Website:
- microsoft.com
- Employees:
- 10
- Company phone:
- 0124 415 8000
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Senior Applied Scientist (Fairness Center)Microsoft Mar 2022 - PresentRedmond, Washington, Us- Senior Applied Scientist in Microsoft Research (MSR) as a part of the Fairness Center team.- Developing a centralized framework that enables teams across the company to identify, measure, and mitigate Responsible AI issues across various Microsoft AI products and services. This framework includes creating central resources used to evaluate Microsoft AI systems before deployment and were also shipped as an external offering in Azure AI Studio safety evaluations (https://aka.ms/Safety-Evals-Blog).- Helping drive Responsible AI best practices and corporate policies through close collaboration based on the research being done in Microsoft Research, practical application being implemented by AI product teams, and standards being established by the Office of Responsible AI and CELA.- Identified and measured Responsible AI issues with GitHub Copilot (powered by OpenAI Codex), Bing Image Creator (powered by DALL-E), and Bing Chat (powered by GPT-4) and evaluated proposed mitigations.- Worked with the Bing and Azure OpenAI product teams and researchers in MS Research to create a taxonomy of AI harms, investigate existing and new Responsible AI issues related to foundational large language models (e.g., GPT-4, DALL-E, and GPT-V), and report findings to Microsoft's senior leadership team.
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Senior Software Engineer (Cortana)Microsoft Jun 2020 - Mar 2022Redmond, Washington, Us- Senior Software Engineer in the org responsible for Cortana, Microsoft's virtual assistant.- Helped shipped Cortana-powered Teams Voice Skills (TVS) across various Microsoft Teams devices for shared rooms and personal use.- Investigated opportunities to improve language understanding capabilities across different Cortana experiences.- Point of contact for Privacy and Security compliance reviews to ensure certain Cortana services followed regulations and mandates.- Served as a Responsible AI champ for Cortana and a member of AETHER Fairness and Inclusiveness Working Group, which is the advisory body for Microsoft leadership on AI ethics and effects.
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Senior Software Engineer (Artificial Intelligence & Research)Microsoft Sep 2016 - Sep 2019Redmond, Washington, Us- Part of the US Xiaoice team responsible for the Microsoft Zo chatbot.- Responsible for a significant portion of the real-time language understanding components of the product that handled content moderation of offensive and sensitive content and powered customized user experiences.- Drove processes and reporting associated with identifying, measuring, and mitigating issues that affected conversation quality by analyzing and visualizing conversational data using Power BI, Application Insights, Kusto, and Data Lake.- Collaborated closely with internal and external partner teams to help deliver unique user experiences tied to chat conversations.- Invented a pattern matching technology built from scratch that has significant performance and functional improvements over regular expressions (RegEx) (http://www.freepatentsonline.com/y2018/0232598.html).- Invented an approach to Natural Language Processing (NLP) that detects complex English phrasal patterns and extracts entities from plain text examples (http://www.freepatentsonline.com/y2020/0082017.html).- Invented a scalable approach to indexing and searching large repositories of patterns that allows for efficient, optimized text matching.- Implemented an approach for understanding text-based user intent that leverages both rules and statistical models and utilizes a feedback loop to incrementally improve precision and recall.- Developed customized .NET desktop tooling that dynamically visualizes managed code for team members of varying technical levels.
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Senior Software Engineer (Application Insights)Microsoft Feb 2013 - Sep 2016Redmond, Washington, UsDeveloped a distributed, dynamic, real-time monitoring framework based on .NET and Azure that was used across various teams in Application Insights. The framework recorded historical data, raised alerts, and collected in-depth telemetry that was used for reporting and root cause analysis.
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Software Development Engineer In Test 2 (Client Design Tools)Microsoft Jul 2010 - Feb 2013Redmond, Washington, UsSignificant contributor to the multi-process, UI automation architecture used by the teams responsible for the XAML and HTML designers in Visual Studio and Blend for Visual Studio.
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Software Development Engineer In Test (Xaml Designer)Microsoft Jul 2007 - Jul 2010Redmond, Washington, UsDeveloped UI test automation and created test plans that validated the XAML designer layout features in Visual Studio.
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Operations InternYahoo Jun 2006 - Aug 2006Sunnyvale, Ca, UsDeveloped an online, real-time monitoring tool that consolidated and normalized operations data from different sources across the company. -
Undergraduate Research AssistantCarnegie Mellon University May 2005 - Aug 2005Pittsburgh, Pa, UsUndergrad researcher for "Valerie The Roboceptionist", one of the world’s first robot receptionists: http://www.cmu.edu/cmnews/extra/040219_valerie.html
Dan Vann Skills
Dan Vann Education Details
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Carnegie Mellon UniversityComputer Science
Frequently Asked Questions about Dan Vann
What company does Dan Vann work for?
Dan Vann works for Microsoft
What is Dan Vann's role at the current company?
Dan Vann's current role is Senior Applied Scientist.
What is Dan Vann's email address?
Dan Vann's email address is da****@****oft.com
What is Dan Vann's direct phone number?
Dan Vann's direct phone number is +133028*****
What schools did Dan Vann attend?
Dan Vann attended Carnegie Mellon University.
What skills is Dan Vann known for?
Dan Vann has skills like C#, Software Development, Software Design, Visual Studio, Xaml, .net, Pattern Matching, Test Automation, Windows Azure, Microsoft Azure, Microsoft Power Bi, Object Oriented Design.
Who are Dan Vann's colleagues?
Dan Vann's colleagues are G Q, Emme Ci, Gurkirat Bhangu, Diego Gomez, Tania Kramer, Sumit Budhani, Jeyu Wu.
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