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Sumukh Sagar Manjunath

San Diego State University | Master of Science

About Me

Self-directed, hardworking and detail-oriented Data scientist with over 4 years of experience
Solid foundation in Data Science technologies like Machine Learning, Deep Learning, Big data and Statistical analysis
Strong hold on Data Warehousing, ETL, reports, data visualization concepts

Work Experience

Student Data Analyst, Medtronic
July, 2017 - August, 2017
  • Designed and implemented a solution for the R&D analytics team to leverage data from the insulin pumps in a more robust and elegant way
  • Achieved around 4X (four times) scaling in terms of query execution time using Parallel Query Execution feature
  • Developed an ETL job to automate the cloning of local database from the central Database in batches THESIS - Evaluation of Living Index with Deep Learning, SDSU Feb 2016 to present
  • Collected, Validated and cleansed data from Google Street-view images to Zillow API and mapped them together
  • Engineered visual features from the images and performed pixel-wise segmentation using Deep-Learning framework - Caffe (using GPUs), to predict the "Living index Score" for a given neighborhood
  • Built predictive models based on machine learning algorithms like SVM, Logistic regression, Neural Network, Gradient Descent, Trees, PCA etc.

Dell International Services Private Ltd
, Senior Associate
July, 2013 - July, 2015
  • Data Analysis, Business Intelligence and Data warehousing
  • Analyzed Web Logs using Big Data tools: Hive, Pig, AWS, Oozie to generate analysis 30% faster and 70% cheaper
  • Led team of 5 for customer sentimental analysis efforts for a leading aviation firm using R, including Social media analysis that helped winning contract for the company
  • Handled requirement gathering and developed Financial Reports for drill down, Time analysis, segmentation analysis
  • Analyzed, remodeled, built and tested financial reports in SAP BPC EPM add-in for excel which enabled our client for the first time to have full control over the Multi-dimensional views on their finance data providing easier solutions
  • Designed, developed and upgraded the ETL and Reporting jobs in production environment and improved the performance of Reports by around 10%. (SAP BODS and BObj )
  • Monitored and ensured the working of critical financial data cubes deployed in Hyperion Essbase database

Education

San Diego State University, Master of Science, Computational Science
2015 - Present

Visvesvaraya Technological University, Bachelor of Engineering, Computer Science
2009 - 2013

Skills

  • Data Analysis
  • Machine Learning
  • Data Mining
  • Deep Learning
  • Computer Vision
  • Spark
  • Hadoop
  • Hive
  • Pig Latin
  • Python
  • Matlab
  • Julia
  • R
  • Tableau
  • Talend Open Studios
  • ETL
  • SSRS
  • SQL
  • PLSQL
  • Java
  • Excel

Languages

Sanskrit

Limited working proficiency

Tamil

Full professional proficiency

Kannada

Native or bilingual proficiency

Hindi

Full professional proficiency

English
Full professional proficiency

Networks