A

Anupama Gupta

Software Engineer

New York, New York, United States3 yrs experience

Key Highlights

  • Improved SQL query response time by 13x.
  • Expert in Data Analysis and Natural Language Processing.
  • Developed innovative information extraction models.
Stackforce AI infers this person is a Data Engineer with strong expertise in Data Analysis and Natural Language Processing.

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Skills

Core Skills

Data AnalysisSoftware DevelopmentNatural Language Processing

Other Skills

query optimizationindex skip scanSQLentity linkingfuzzy string matchingbackend servicesorder managementlanguage modelingWord2VecGloVeLinear Regressioninformation extractionrule based learningdistributional semanticsk-means clustering

About

I am very interested in Data Analysis, Natural Language Processing and Information Retrieval. My prior experiences include working on query optimization as an engineering intern in the Apache Kudu Team at Cloudera.

Experience

3 yrs
Total Experience
8 mos
Average Tenure
--
Current Experience

Cloudera

Software Engineering Intern

May 2018Aug 2018 · 3 mos · Palo Alto, CA

  • Contributed to Apache Kudu by working on query optimization. Adopted index skip scan approach that led to 13x faster response time for sql queries.
query optimizationindex skip scanSQLData AnalysisSoftware Development

Columbia university in the city of new york

Masters Student

Aug 2017Feb 2019 · 1 yr 6 mos · Greater New York City Area

  • Courses - Natural Language Processing, Machine Learning, Analysis Of Algorithms, Fundamentals of Large Scale Distributed Systems, Cloud Computing and Big Data, Deep Learning for Computer Vision

Columbia business school

Research Assistant

Aug 2017May 2018 · 9 mos · Greater New York City Area

  • Performed data analysis on U.S. census records using entity linking and fuzzy string matching algorithms.
data analysisentity linkingfuzzy string matchingData Analysis

Swiggy

Software Developer

Nov 2016Jun 2017 · 7 mos · Bengaluru

  • Part of the Fulfillment team responsible for managing and relaying customer’s orders to the restaurants and the delivery fleet. Designed and restructured the backend services that handled order cancellations in real time.
backend servicesorder managementSoftware Development

Ecole polytechnique fédérale de lausanne

Research Intern

Feb 2016Jul 2016 · 5 mos · Lausanne Area, Switzerland

  • Worked on an improved language modeling method to represent words consisting of adjectives and nouns. Used state-of-the-art tools such as Word2Vec, GloVe and Linear Regression. Extended this approach to find hypernyms of English words.
language modelingWord2VecGloVeLinear RegressionNatural Language Processing

Stanford university

Undergraduate Visiting Student Researcher

Jul 2015Jan 2016 · 6 mos · California

  • Developed and published a novel approach to extract structured information frames from free text patient mammography reports. Created a hybrid information extraction model that combined rule based learning, distributional semantics and k-means clustering to obtain the final results.
information extractionrule based learningdistributional semanticsk-means clusteringNatural Language Processing

Education

Columbia University

Master's degree — Computer Science

Indian Institute Of Information Technology Allahabad

Bachelor's degree — Information Technology

Seth Anand Ram Jaipuria School, Kanpur

St Mary's Convent High School, Kanpur

High School

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