Biography
Hi there! I am a MS CS student in CICS school at UMass Amherst. Previously I was a Research Fellow at Microsoft Research Lab, Bangalore having worked with Suresh Parthasarathy, Arun Iyer and Arjun Radhakrishna on robust text extraction on heterogenous documents.
Prior to this I worked as Data Scientist in the STCI (Search Technology Center India) team at Microsoft after completing my B.Tech from IIIT, Hyderabad.
- Information Retrieval and Extraction
- Program Synthesis
- Machine Learning
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B.Tech in Electronics and Communication Engineering, 2018
International Institute of Information Technology, Hyderabad
Experience
Worked on text extraction from semi-structured documents which is robust to changing document templates.
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Developed a novel algorithm LRSyn using program synthesis based on concept of local extraction containing keywords.
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Engagements with different product teams within Microsoft - finance, Bing Ads
Bing’s local experience:
- Boosted precision of query classifier by 40% by adding clustering based signals from index data.
Microsoft enterprise search in Bing:
- Added new probabilistic query understanding models for acronym feature in enterprise search.
- As part of enterprise autosuggestion team, designed clicked history based pipeline for user specific suggestion.
- Scaled enterprise suggestion promotion model to non-English markets.
- IMA304 - Linear Algebra - Spring 2018
- IMA303 - Differential Equations - Monsoon 2017
- ECE339 - ECE Lab - Spring 2017