I am a master's student in the field of electrical and computer engineering and I am currently looking for a full-time job, where I can put my skills into good use. Please find more details about me in the Resume and I am looking forward to speaking with you! Thanks for your interest!
1. Wenxiu Hu
614 Holleman Drive East Unit#156-A, College Station, TX, 77840
Cell: 8324512439, E-mail: whu8@tamu.edu
Education
Texas A&M University College Station, Texas, United States
Master of Science: Electrical Engineering (3.75 GPA) Aug 2018-present
Related Coursework: Convex Optimization, Pattern Recognition, Data Mining, Information and Distribution Theory
Louisiana State University Baton Rouge, Louisiana, United States
Bachelor of Science: Computer Engineering (3.5 GPA), Minor in Computer Science Aug 2014-May 2018
Related Coursework: Advanced Data Structure and Algorithms, Operating Systems, Linear Algebra, Discrete Math,
3D Modeling, Microprocessor Systems, Computer Organization, Computer Architecture, Digital Design using HDLs
Research Experience
Department of ECEN, Texas A&M University Advisor: Tie Liu Aug 2019-May 2020
Design, train and validate an encoder-decoder deep recurrent neural network with attention mechanism, which is
able to generate a powerful representation of a sequence of distinct integers for further optimization step
Design, train and validate a performance predictor and an optimizer, which are able to work with the autoencoder
to help solve submodular maximization problem using Tensorflow/Keras in Python
Work Experience
Department of Engineering Technology and Industrial Distribution, Texas A&M University July 2019-May 2020
Student Technician
Design, develop and assemble new versions of programming logic controller with sensor module using EAGLE
Center for Academic Success, Louisiana State University Jan 2017-May 2018
CAS Tutor
Gave early intervention support to students just beginning to struggle with course materials
Devised unique lessons to fit individual needs in skill building and full instruction on each subject
Subjects: programming projects in C++/Java/Python, EE fundamentals, Multi-dimensional Calculus and more
Project
Gene expression classifiers design (Pattern recognition)
Applied feature selection technique to a gene expression data set in breast tumor biopsies from cancer study
Designed classifiers that are able to best discriminate two prognosis classes on training data and performed
error estimation to obtain resubstitution/test-set error ≤ 0.25 for each class using Scikit-learn in Python
Image processing with micrographs (Neural network)
Used pre-trained VGG16 convolutional neural network to extract image features from CMU-UHCS dataset
Developed a radial basis function nonlinear SVM classification rule to classify micrographs based on primary
microconstituent and obtained test-set error ≤ 0.094 for both pairwise and multi-class classifiers using Python
Eye Gaze tracking GUI design & Arduino Mega programming (Senior Design)
Designed a GUI for cerebral palsy customer to shoot a basketball only using his eyes (Unity software, C#)
Developed programs in Arduino IDE to make GUI work with catapult mechanism and other electronics
Multi-level feedback queue scheduler simulation (Operating System)
Simulated a three-level feedback queue scheduler using (preemptive) round robin CPU scheduling algorithm
with pre-written queue package in C language
Elevator controlling system design (HDL design)
Successfully conducted RTL schematic design for a 4-floor level elevator controlling system in Verilog HDL
Created testbench to test Verilog module, observed and compared outputs in timing diagram using ISim
Core Qualifications
Languages: C, C++, C#, Python, Verilog, ARM, MIPS Assembly
Software libraries: Numpy, Pandas, Keras, TensorFlow
Applications: Xcode, Linux, Jupyter Notebook, Matlab, Unity, Arduino IDE, Xilinx ISE Simulator (ISim), EAGLE,
OrCAD PSpice, Keil 𝝁Vision, NI LabView, CAD VLSI Design tool, ModelSim
Foreign language: Mandarin, fluent
Activities and Honors
Alpha Lambda Delta National Academic Honor Society member // Dean’s List at LSU (December 2014,
May 2015, Spring 2017) // CRLA Certified Tutor, Level 1 Reward at Middleton Library