1. Zheng Hu
14 Pacific Bay Cir, Apt 305, San Bruno, CA 94066
Cell: (201)-888-4536
huzheng5656@gmail.com
OBJECTIVE
Candidate with a deep understanding of machine learning and solid foundation of software knowledge and
skills especially Object-Oriented Programming and want to build learning systems that automate the
scientific discovery process and apply them in real-world environments.
EDUCATION
Stevens Institute of Technology, Hoboken, NJ M.E. in Electrical and Computer Engineering
GPA: 3.67 06/2014
Hohai University, Nanjing, China B.S. Electronic Information Engineering
GPA: 3.72 06/2012
TECHNICAL SKILLS
 Languages: Java, JavaScript, Python, C, C++, SQL, PosterSQL, VHDL, Verilog, VB.
 Technology: Django, Github, Amazon Web Service(EC2, EMR), HTTP, TCP/IP.
 Operating Systems: Linux, Windows
 Courses: Structures & Algorithms|| Database Management Systems|| Applied Machine Learning||
Software Engineering|| Engineering Programming: Java.
EXPERIENCE
Ames IT and Numeric Solutions, LLC, San Francisco Bay Area, CA 09/2014-03/2015
Software Engineer Intern
 Created new features associated with NoSQL database and integrated APIs using django.
 Wrote test cases and brought up code coverage.
 Resolved multiple front-end page issues, using HTML, CSS and Javascript.
PROJECTS
Google Adwords-like Online Ads Auction System, SIT, Hoboken, NJ 10/2013-11/2013
 Set up an online ads auction system by using Java and JDBC accessing an Oracle database.
 Improved performance of system by database optimization techniques: indexing and
precomputation.
Ship Radar Game—A user Interface game Design, SIT, Hoboken, NJ 09/2013
 Implemented the objects oriented structure with animation/sounds/keyboard controls in Java.
 Implemented basic interface with various components in welcome/ ending/ save/ reloading scenario
in Java.
 Designed the game rules and logics for users to gain better user experience.
 Designed UI in Photoshop and scenes and background appearance using Panda3D in Python.
Activity Recognition using CSI, SIT, Hoboken, NJ 06/2013-08/2013
 Used CSI(Channel State Information) to build a propagation model and system at the receiver to
realize indoor localization.
 Developed a refined indoor propagation model and a fast training algorithm to derive the
relationship between CSI and distance.
 Identified every human activity by monitoring the CSI feature pattern shift based on CSI system.
 Compared the RSSI(Received Signal Strength Indicator) and CSI.
Support Vector Machine classifier in face recognition, SIT, Hoboken, NJ 05/2014
 Set up a non-linear kernel and calculate Lagrangian function for training features in Java.
 Compared one versus one and one versus the rest voting algorithm to choose the scores for different
classes.
 Used Gibbs sampling to represent denoising result to preprocess images in Java
Real-time Wireless Posture Monitor, SIT, Hoboken, NJ 03/2014
 Developed a wireless real-time posture monitor monitoring the attitude of objects and transmitting
posture data to remote visualization unit based on Ardunio Pro-Micro and IMU module.
 Implemented programming of analyzing and decoding the data from the receiver end and
implemented graphically display on user interface using Java.