res2
TRANSCRIPT
Bill [email protected]://www.github.com/billderose
http://www.linkedin.com/in/billderose
(510)-557-5472
OBJECTIVE Full time employment as software engineer, data engineer, or data scientist.
EDUCATION Senior, Pomona College Bellarmine College Prep., San Jose, CAMathematics and Computer Science High School Diploma, May 2011Bachelor of Arts, expected May 2015 G.P.A. 4.0/4.0G.P.A. 3.82/4.0
RELEVANTCOURSES
Math Computer Science103: Combinatorics 62: Data Structures and151/152: Probability/Statistical Theory Advanced Programming158: Linear Statistical Models 105: Computer Systems159: Computational Statistics 151: Artificial Intelligence173: Advanced Linear Algebra 152: Neural Networks187: Deterministic Operations Research 181: Parallel Programming
WORKEXPERIENCE
Software Engineer Intern Summer 2014MongoDB, New York, NY
Added alert functionality to the MongoDB Management Service (MMS). Im-plemented backend (Java) and frontend (Javascript) changes to improve defaultalerting behavior, track alert history, and enable more informational alert ac-knowledgements.
Kleiner Perkins Engineering Fellow Summer 2013Opower, San Francisco, CA
Developed a novel, generative machine learning model in Python (using SciPy,NumPy, and pandas) to learn thermodynamic parameters of individual homesand predict how they heat and cool. Work resulted in a patent and a mid-seasonreport sent to customers estimating how much they would have saved had theyadjusted their setpoints by specific amounts.
SKILLS
Mathematics • Vector calculus, linear algebra, matrix transformations, linear programming, graphtheory, generating functions, game theory, network flows.
• Statistical and ML experience: point/interval estimation, hypothesis testing, lin-ear regression, kernel smoothing, Markov Chain Monte Carlo methods, gradientascent, genetic algorithms, CART, random forests, neural networks, SVMs.
• Strong mathematical implementation skills with background in model fitting andtuning, data visualization.
Computer Science • Languages: Java, Go, R, C, Python, Matlab, JavaScript, C++, Standard ML.
• Experience with abstract data types, algorithmic (big-O) analysis, systems levelprogramming, and x86 assembly language.
• Familiarity with bash/zsh shell, command-line tools, testing frameworks.
• Databases: familiarity with MySQL, MongoDB.
HONORS Bruce J. Levy Memorial Prize in Mathematics (2014)Pomona College Scholar (Top quarter of class)Best Insight Award, UCLA DataFest 2013Outstanding Student, Pomona College Dept. of MathematicsSalutatorian Award (Bellarmine College Preparatory)AP Scholar with Honors (2011)Harvard Book Award (2010)Outstanding Service Award (300+ hours community service)