Sanket Malde Email & Phone Number

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

-- Led and managed the conversion modeling team, tasked with modeling ad-click ↔ conversion associations lost due to browser cookie restrictions-- Pioneered the shift from statistical models based on slice-level click-conversion ratios, to sophisticatedevent-level ML models based on nuanced features-- Worked closely with cross-functional teams like data.

Bengaluru, Karnataka, India

-- Drove improvements in the quality of Google Assistant’s responses to queries in Indic languages, via better speech recognition, query understanding, intent generation and response generation-- Partnered with multiple teams across Google to drive quality improvements across systems, resulting in >20% uplift in GAR/GAP for Hindi

Bengaluru, Karnataka, India

-- TL in the Commerce Infra team that handles billing, licensing and access control for all Workspace customers-- Led critical infrastructure upgrade projects to improve availability, reliability and robustness-- Led the successful migration of commerce data to spanner-- Led the licensing and billing design of the new drive-only SKU

Bengaluru, Karnataka, India

-- Founded the Google Workspace Intelligence team in Bangalore with the charter of coming up with novel intelligence features within G-Suite apps using data analytics and ML-- Led the conceptualization, design and implementation of ‘Work Diary’ - a topically clustered view of work user’s data across GMail, Calendar, Drive etc, allowing bulk actions leading.

Bengaluru Area, India

– Tech lead on Sombrero, a framework for machine learned content classification, entity detection and ranking– Added native support for ML training (Weka, GBDT) and application (classifiers like Linear SVM)– Optimized the memory consumption and runtime of the pipeline using various tricks– Built a Sports Expiry Classifier to classify sports articles into.

Bengaluru Area, India

– Worked on the Webmap piece of the YST stack before the Bing transition– Webmap represents a directed graph of the internet that is used to run graph algorithms for improvingsearch relevance. For example: anchor-text aggregation, page rank etc.– Implemented as a series of map-reduce jobs on Hadoop. Largest Hadoop cluster at the time– Added new.

San Francisco Bay Area

-- Worked as a part of the Database Server Technologies group on Oracle XML Database-- Invented and launched an innovative technique to speed up streaming xpath evaluation (CSX Summary), awarded a patent for the same-- Invented and launched XML schema constructs to enable storing translations of strings within the XMLType data object transparently, awarded.

San Francisco Bay Area

– Worked in the Financials division of Oracle Applications on a product called Oracle Internal ControlsManager (ICM).– Designed and implemented various components of ICM, primarily using the Oracle ApplicationsFramework.– Adopted the Issue Management Framework developed by the Product Lifecycle Management (PLM) group, and customized it for use in ICM

San Francisco Bay Area

– Worked under the guidance of Dr. Paul Kunz on a data visualization tool called Hippodraw.– Worked on the object oriented design and implementation in C++ of the core class library of Hippodraw.– Developed GUIs in JAVA and QT for Hippodraw

San Francisco Bay Area

– Designed an admin and monitoring module for Inktomi’s XML search engine.– Implemented it as an independent thread within the server that gathers important statistics about theserver’s performance and maintains records of the same both in memory and on disk.– Implemented a basic JAVA client for accessing these statistics.

Bengaluru Area, India

– Worked on a project titled "Wireless Network Optimization Using The Genetic Algorithm".– Formulated the problem of minimizing the load on the switches of a wireless network as one which can be solved using the Genetic Algorithm and implemented a solution for the same using C/C++

Master Of Science (M.S.), Computer Science

- Databases - Theoretical CS - Artificial Intelligence - Computational Biology

Bachelor Of Technology, Computer Science And Engineering