Sandip Nath
- Role
- Senior Software Engineer at Microsoft
- Location
- Redmond, WA, US
- LinkedIn followers
- 500 followers
About Sandip Nath
Transforming user experience through Gen AI in MS Office\'s Copilot - enhancing the…
Experience
Senior Software Engineer
Jul 2015 — Present
Lead Engineer of multiple AI enabled projects for Microsoft Office 365 applications, having billions of user impressions per month: • Led the design and development of NLP features using fast client based TF/IDF and Naïve Bayes classifiers for command search. • Created Custom client based fallback inference engines for fast inferencing for Naïve Bayes and NN models. • Led the featurization, design, implementation and integration of the powerful multilingual BERT models running on the cloud, • Led the development of ML powered relevance ranking of command, help, people, document, and other providers • Billions of users per month use NN based models which Suggest commands on the Office context menu • Hundreds of millions of users per month use the Empty Query command suggestion model based on recent usage, context, and document content. • Led the Search Query suggestions feature, • Extensive use of telemetry to collect, store, filter, retain, featurize data • Data and experimentation-based feature evaluations • Design of Metrics and Scorecards for feature experimentation • Use of AML pipelines and custom tools for model development. • Extensive knowledge of International Privacy and Data retention laws like GDPR : • Led the development of Smart Speech features to execute compound commands in Office applications. • Leading Document Summary media (image and voice) generation workflows in Office
Skills
- Vim
- Lex
- Photoshop
- Javascript
- Software Development
- Android
- Agile Methodologies
- Sed
- Haskell
- Linux
- Java
- Fiddler
- Windows Phone
- Unix Shell Scripting
- Json
- C++
- Mobile Applications
- Mac Os X
- Photography
- C/C++ Stl
- Programming
- Lightroom
- Shell Scripting
- Xml
- Yacc
- Adobe Acrobat
- Network Security
- Perl
- Profiling Tools
- Algorithms
- Visual Studio
- Combinatorics
- Python
- Statistics
- C
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