Software Developer Intern Resume Example

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.

• 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 SMO93%, Naïve Bayes using distributions(Bernoulli96%, Gaussian98%, 4 Histogram 96%, 9 Histogram 90%), Gradient Descent 86%, Adaboost94% (with Active Learning95%, on 8 news groups dataset 90%), Bagging using decision trees89%, 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 Adaboost96% & Voting using 45 1-1 classifiers for 10 classes based on SMO90.5% 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.

• Oracle Certified Developer
• International Banking and Investment Certification in FTC

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