Joyce Huang Address: **
Tulip Hill Ln, Centereach, NY 11720
E-mail: ***********@*****.*** Cell: 631-***-****
Professional Summary:
. Over 6 years of experience in object-oriented programming on
supercomputers
. Extensive knowledge in C++, python, shell scripting, Unix, and Linux
. Expertise knowledge in C++ objected-oriented concepts, standard
template library, and data structures
. Experience in parallel computing (multi-core, multi-processor, MPI)
. Participation in full development life cycle (requirements, design,
architecture, development, testing)
. Experience in equity and fixed income modeling and optimization
Object:
Seeking a position in software design/development, data analysis and
modeling.
Technical Skills:
Languages: C/C++, Python/IPython, PERL, SQL, and Shell-scripting
Platforms: Linux, Windows, Mac, IBM Blue Gene Light (BG/L) Supercomputer,
and Brookhaven Linux Cluster (BLC)
Software and Tools: Matlab, vim, Valgrind, g++, gcc, gdb, Mosek, LOQO, APT,
AMPL, DOCK, and AMBER
Education
2007 -2013 Ph.D. in Computational Biology (CUM GPA: 3.5)
Dept of Applied Math and Statistics, SUNY-Stony Brook
University
2003 - 2007 B.S. in Bioinformatics (Major GPA: 3.96)
Dept of Life Science, Soochow
University, China
Employment
07/2013 - present Intern, Computer Science Group, Computational
Sciences Center,
Brookhaven National Laboratory
05/2013 - 07/2013 Intern Software Engineer, Niche Trading LLC
06/2008 - 05/2013 Research Assistant, Dept. of Applied Math and
Statistics, Stony Brook University
Research Experiences
07/2013 - present Accelerating Differential Phase Contrast imaging for
data analysis. Three implementations in Matlab, Python and C++ were
compared for their performance.
. Implemented non-linear fitting and Fourier transformation operations
involved in the algorithm
. Designed a parallel algorithm for computing on a batch-queue based
multi-core servers cluster.
Environment: C++, Python/IPython, Matlab
05/2013 - 07/2013 Market structure forecasts using a range of risk
models. Risk models were used to forecast the volatilities of multiple
asset classes and commodities.
. Compared model volatility and correlation forecasts for a number of
indices across time
. Explored how the efficient frontier shifts when adding unlisted assets
. Performed yield curve and principal component analysis
. Carried out quadratic programming
Environment: C/C++, AMPL, LOQO, Mosek
06/2008 - 04/2013 Design and development of software package DOCK.
The drug design software has been written in a modular format (C++) on IBM
Blue Gene Light (BG/L) Supercomputer for easy implementation of new
algorithm and analysis tools.
. Developed full software life-cycle (SDLC) of extension modules in
C/C++ as a team member
. Incorporated parallelization of the algorithm through an external
library
. Used Linux profiler Valgrind for single processor optimization
. Profiled C++ code for optimization and memory management
. Tested the software by virtual screening, clustering and sorting
ligands on BG/L 512 block and 32 block
. Mentored junior members of the team with the software development
methodologies used in the project
Environment: Linux, C++, Shell Scripting, MPI
08/2008 - 12/2012 Quantitative modeling of protein-drug/protein-
protein interactions and time-series analysis. Binding energy between the
protein and the ligands has been calculated and drug specificity and
resistance has been revealed which provide insight for future drug
discovery.
. Implemented the python pipeline for integrating numerical results of
thermodynamic integration
. Simulated protein-drug interactions using molecular dynamics in
parallel on BG 512 block
. Explored protein-protein interactions over time based on differential
equations (ODE)
. Analyzed autocorrelation functions and block-averaged standard errors
of the mean
Environment: Linux, Python, Matlab, Shell Scripting, MPI
Honors and Awards
2011 Walk-for-Beauty Foundation Award (The Village Times Herald, and Long
Island Business)
2007 Excellent Student in Soochow University, China (top 1%)
2006 Second Prize National English Contest for college students, China
2005 Excellent prize for National Math Contest for Non-Math Major College
Students, China
2004 - 2006 First-Class Scholarship in Soochow University, China (top 1%)
2002 Second Prize in the Olympic Biological Contest in Jiangsu Province,
China
Selected Publications and Presentations
1. Huang, Y.; Rizzo, R. C. A Water-Based Mechanism of Specificity and
Resistance for Lapatinib with ErbB Family Kinases. Biochemistry. 2012,
51, 2390-2406. dx.doi.org/10.1021/bi2016553
2. Huang, Y.; Rizzo, R. C. Free Energy of Binding calculations for ErbB and
IGF-IR Tyrosine
Kinases. Workshop on Free Energy Methods in Drug Design, Cambridge, MA
2012 (conference).
3. Huang, Y.; Rizzo, R. C. Prediction of Lapatinib Selectivity with Kinases
in the ErbB family. The
240th ACS National Meeting, Boston, MA. 2010 (conference)
4. Huang, Y.; Rizzo, R. C. Targeted design of dual kinase inhibitors for
breast cancer. The 238th ACS National Meeting and Exposition. Washington,
D.C. 2009 (conference)
5. Mukherjee, S.; Goyal, R.; Huang, Y.; Rizzo, R. C. Construction of a Test
Set to Evaluate Binding Pose Prediction: Cross-docking and Family-
specific Analysis. The 22nd Annual Meeting of AIDS-Related Systems.
National Institutes of Health, Bethesda, MD. 2008 (conference)
6. Huang, Y.; Gao, G.; Xue, R.; Gong, C. Sequence and Molecular
Evolution of Baculovirus Based on Gene p35. Chinese Sericulture, 2006,
3, 13-22. (ISSN: 1007-0982 CN: 32-1421/S)