Manjunath Sindagi

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I work in the area of Big Data leveraging the knowledge of Information Retrieval, Information Extraction, Search engine, NLP, Machine Learning algorithms to provide scalable solutions. •Over decades of Industry experience which includes working in startups and building products from scratch. •Have been in various roles involving requirement gathering, analysis, development, design and implementation of large scales systems. •Have built large scale system/architecture that includes crawling, clustering, categorization, duplicate detection and Ranking.

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Manjunath Sindagi

A Simple Introduction to Word Embeddings

Managing my career (as presented for toastmasters)

word2vec, LDA, and introducing a new hybrid algorithm: lda2vec

Similarity measures

Culture

Introduction to machine learning and applications (1)

The Gremlin Graph Traversal Language

Graph Based Clustering

Aspect extraction (A survey)

Browsemap: Collaborative Filtering at LinkedIn

Content, Connections, and Context

Presentation on Graph Clustering (vldb 09)

Implementing search with solr at 7digital

MongoDB + Java + Spring Data

Java Persistence Frameworks for MongoDB

Three parts of the IT industry: Tech, People and Biz