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software developer intern resume example with 4+ years of experience

Jessica Claire
Montgomery Street, San Francisco, CA 94105 609 Johnson Ave., 49204, Tulsa, OK
Home: (555) 432-1000 - Cell: - resumesample@example.com - : - -
Summary

New college graduate having experience in machine learning, parallel data processing and data warehouse/mining. Good problem solver. Actively looking for Software Development/Data Engineering full-time opportunities in Bay Area, CA.

Skills
  • Programming: Python, Java, C, Dr. Scheme
  • Database Technologies: SQL, MySQL, PL/SQL, JDBC.
  • OS: Linux, Unix, Mac OS, Pintos
  • Big Data: Hadoop, HBase, Pig, Hive, Cascading, Redshift, AWS.
  • Tools/Frameworks: ElasticSearch, DataStage, Siperian, Toad, Eclipse, JPA, Django Framework, SVN, Git
Education
Expected in 2015 to to
Master of Science: Computer Science
College of Computer Science, Northeastern University - Boston, MA
GPA:

GPA: 3.67/4.00

Relevant Coursework: Algorithms, Machine Learning, Parallel Data Processing, Program Design Paradigms, Database Management Systems, Information Retrieval, Network Security, Computer Systems.

Expected in 2008 to to
Bachelor of Engineering: Electronics and Communication
Jabalpur Engineering College - Jabalpur, MP
GPA:

Relevant Coursework: Data Structures, Computer Systems, Computer Networks, Network Analysis.

Academic Projects
  • Served as TA for Information Retrieval course under Professor Virgil Pavlu.
  • Mapreduce Algorithms in AWS: Completed assignments based on Joins in MapReduce, Secondary Sort, Pig script for Equi-Joins, efficiently loading and querying data in Hbase.
  • Restaurant Recommendations from Yelp Reviews: Extracted 18 numerical features (like # of positive & negative words, total chars, total punctuations, fraction of positive to total words etc.) and implemented multi-class classification model in hadoop using Bagging to train 50 decision trees based on the users reviews (Training) and predicted the user ratings (by taking majority vote from each classifier). This helped fill missing ratings and when combined with my group (Kmeans clustering on location and KNN based on user ratings) to recommend restaurants to users.
  • Developed from scratch classification models for Spambase dataset with prediction accuracies as: SVM using SMO 93%, Naïve Bayes using distributions (Bernoulli 96%, Gaussian 98%, 4 Histogram 96%, 9 Histogram 90%), Gradient Descent 86%, Adaboost 94% (with Active Learning 95%, on 8 news groups dataset 90%), Bagging using decision trees 89%, Perceptrons, Neural Networks, GDA , EM (on dummy datasets), Feature Selection & Extraction using PCA, Adaboost, Regularized Regression RIDGE, ECOC for digits dataset having 10 classes (with 50 ECOC functions) using Adaboost 96% & Voting using 45 1-1 classifiers for 10 classes based on SMO 90.5% etc. in Python as part of the Machine Learning coursework.
  • Pintos OS development: Developed basic functionality of OS by extending file systems, system calls & process scheduling.
  • Secure Chat App: Designed secured chat application using Java for clients to login to a Server and then authenticate a peer-to-peer secured communication with other clients. The application guaranteed Perfect Forward Secrecy and guarded against various network attacks.
  • Web Crawler & Page Ranking Application: Developed a web crawler in Python to get all links from website and analyzed retrieval models for Search Engine.
  • Developed on-boarding and client maintenance application using MySql, Java and JPA.
Experience
04/2014 to 07/2014
Software Developer Intern Brunswick Corp. Venice, FL,
  • Developed the Financial Offer Services as part of project "Global Payment Systems" to check eligibility for installment options using Java.
  • Successfully designed an algorithm to find the best installment offer by efficiently comparing all non-eligible offers which improved customer satisfaction and experience.
2014 to 03/2014
Data Engineer Intern Align Technology San Jose, CA,
  • Studied mobile application users data and generated reports using Hive, Hadoop, Oozie, Ruby, AWS, Sqoop, SQL.
  • Analyzed and tuned Redshift schema and queries which helped to achieve improved efficiency in stats gathering and reporting.
  • Developed pilot project in Cascading and compared its efficiency to Hive, which helped to expand and modularize the project effectively.
06/2013 to 07/2013
Software Developer Intern Brunswick Corp. Auburn, NH,
  • Developed architecture for storage and reporting of healthcare data using Python, Django Framework, MySQL.
  • Created dynamic reporting platform which allowed running analytics with user defined inputs.
08/2008 to 11/2012
IT Analyst American Standard Companies Inc. Orlando, FL,
  • Developed architecture for the integration of Merrill Lynch and BOA using Siperian, DataStage and Oracle. Also created matching rules for pairing of client profiles.
  • Implemented and enhanced MDM components like validation rules, trust framework, matching rules for Global Client Hub.
  • Performed data mining, reporting & developed ETL jobs.
  • Optimized Oracle procedures and scripts for efficiency.
Certifications
  • Oracle Certified Developer
  • International Banking and Investment Certification in FTC
Interests

Running, bicycling, playing soccer, debating, playing chess.

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Resume Overview

School Attended

  • College of Computer Science, Northeastern University
  • Jabalpur Engineering College

Job Titles Held:

  • Software Developer Intern
  • Data Engineer Intern
  • Software Developer Intern
  • IT Analyst

Degrees

  • Master of Science
  • Bachelor of Engineering

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