-
Notifications
You must be signed in to change notification settings - Fork 1
Expand file tree
/
Copy pathindex.html
More file actions
executable file
·584 lines (513 loc) · 31.2 KB
/
index.html
File metadata and controls
executable file
·584 lines (513 loc) · 31.2 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="This is the personal website of Bill Chen">
<meta name="author" content="Xi Chen">
<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.7.2/css/all.css" integrity="sha384-fnmOCqbTlWIlj8LyTjo7mOUStjsKC4pOpQbqyi7RrhN7udi9RwhKkMHpvLbHG9Sr" crossorigin="anonymous">
<title>Bill (Xi) Chen</title>
<!-- Bootstrap core CSS -->
<link href="vendor/bootstrap/css/bootstrap.css" rel="stylesheet">
<!-- Custom fonts for this template -->
<link href="https://fonts.googleapis.com/css?family=Saira+Extra+Condensed:100,200,300,400,500,600,700,800,900" rel="stylesheet">
<link href="https://fonts.googleapis.com/css?family=Open+Sans:300,300i,400,400i,600,600i,700,700i,800,800i" rel="stylesheet">
<link href="vendor/devicons/css/devicons.css" rel="stylesheet">
<link href="vendor/simple-line-icons/css/simple-line-icons.css" rel="stylesheet">
<!--Custom styles for this template -->
<link href="css/resume.css" rel="stylesheet">
<style>
tab1 { padding-left: 4em; }
tab2 { padding-left: 8em; }
tab3 { padding-left: 12em; }
tab4 { padding-left: 16em; }
</style>
</head>
<body id="page-top">
<!-- <img class="img-fluid rounded-circle" width=4%) src="img/profile.jpg" alt=""> -->
<nav class="navbar navbar-expand-lg navbar-dark bg-primary fixed-top" id="sideNav">
<a class="navbar-brand js-scroll-trigger" href="#page-top">
<span class="d-block d-lg-none"> Bill (Xi) Chen</span>
<span class="d-none d-lg-block">
<img class="img-fluid img-profile rounded-circle mx-auto mb-2" src="img/RIFHK4cp_400x400.jpg" alt="">
</span>
</a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarSupportedContent">
<ul class="navbar-nav">
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#about">About</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#Profilio">Profilio</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#experience">Experience</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#publication">Publication</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#education">Education</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#certification">Certification</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#skills">Skills</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#interests">Interests</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#awards">Awards</a>
</li>
<li class="nav-item">
<a class="nav-link" href="/blog/">Blog</a>
</li>
</ul>
</div>
</nav>
<div class="container-fluid p-0">
<!-- ############################### About ################################ -->
<section class="resume-section p-3 p-lg-5 d-flex d-column" id="about">
<div class="my-auto">
<h1></h1>
<h3 class="mb-0">Bill Chen
<!--<span class="text-cx">Chen</span>-->
</h3>
<div class="subheading mb-5">
<a style="color:blue" href="https://www.google.com/maps/@37.77365285735634,-122.41032087171492z"> Location </a> ·
<a style="color:blue" href="tel:8572091002"> Phone Number </a> ·
<a style="color:blue" href="mailto:billchenxi@gmail.com"> Email </a> ·
<a style="color:red" href="Bill_Resume.pdf"> Resume </a> ·
<a style="color:blue" href="stackoverflow.com/story/billchenxi"> Story </a>
</div>
<p style="font-size:240%" class="mb-4">A new chapter!</p>
<p style="font-size:150%" class="mb-4">I am Bill Chen, graduated from the University of Kentucky focusing in bioinformatics PhD and Statistics MA, passionate about Big Data, Machine Learning and AI research, with strong interpersonal skills, adept at working in teams and successfully delivering projects. I was awarded Microsoft Azure Research Funding in 2016 and a Grow with Google Challenge Scholarship in 2018. I am a SAS certified advanced programmer and NVidia certified Deep Learning and Cuda instructor.</p>
<ul class="list-inline list-social-icons mb-0">
<!-- <li class="list-inline-item">
<a href="#">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fa fa-facebook fa-stack-1x fa-inverse"></i>
</span>
</a>
</li> -->
<li class="list-inline-item">
<a href="https://twitter.com/billchenxi">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-twitter fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a href="https://www.linkedin.com/in/billchenxi/">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-linkedin-in fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a href="https://github.com/billchenxi">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-github-alt fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
</ul>
</div>
</section>
<!-- ############################### Experience ################################ -->
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="experience">
<div class="my-auto">
<h3 class="mb-5">Experience</h3>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h4 style="font-size:240%" class="mb-0">Data Scientist / Machine Learning Engineer</h4>
<div class="subheading mb-3">Verb Surgical</div>
<p style="font-size:150%">
<li style="font-size:150%">Worked with a multi-disciplinary team to develop surgical analytics software for a digital surgery platform. </li>
<li style="font-size:150%">Improved model performance of more than 5x as measured by accuracy and recall by integrating a video frame data-filtering pipeline and a two-output transfer learning model with CNN and LSTM.</li>
<li style="font-size:150%">Archived a real-time prediction by integrating the signal process methods.</li>
<li style="font-size:150%">Leveraged knowledge in data science, machine learning, statistics, and model scalability.</li>
</p>
<p style="font-size:150%"><strong>Technologies:</strong> Python, R, Computer Vision, PyTorch, Unit-test, CNN, LSTM, VAE, Docker, etc..</p>
<br>
<hr style="border-bottom: dotted 1px" />
<br>
</div>
<div class="resume-date text-md-right">
<span class="text-primary" style="font-size:150%">2019 - Present</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h4 style="font-size:240%" class="mb-0">University Ambassadors / Deep Learning Institute (DLI) Certified Instructor</h4>
<div class="subheading mb-3">NVidia Deep Learning Institute</div>
<p style="font-size:150%">
<li style="font-size:150%">Delivered training to developers, data scientists, and research on how to use artificial intelligence and GPU-accelerated computing to solve real-work problems across a wide range of domain.</li>
<li style="font-size:150%">Organized and taught workshops on CUDA programming, Fundamentals of Computer Vision (CV), Fundamentals of Deep Learning for Multiple Data Types (MDT), and Fundamentals of Deep Learning for Natural Language Processing (NLP).</li>
<li style="font-size:150%">Provided helps to attendees on training, optimizing and deploying neural networks using the latest tools, frameworks, and techniques for deep learning.</li>
<li style="font-size:150%">Involved in organizing GPU Technology Conference DLI events.</li>
</p>
<br>
<hr style="border-bottom: dotted 1px" />
<br>
</div>
<div class="resume-date text-md-right">
<span class="text-primary" style="font-size:150%">2018 - Present</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h4 style="font-size:240%" class="mb-0">Research Collaborator</h4>
<div class="subheading mb-3">Dept. of Statistics, UK</div>
<p style="font-size:150%">
<li style="font-size:150%">Build a High-performance Cluster (HPC) simulation pipeline for the Mix-Gamma Model with R.</li>
<li style="font-size:150%">Simulated data from different gamma distributions.</li>
<li style="font-size:150%">Implemented unit-test, libraries, and workflow for experiments</li>
</p>
<p style="font-size:150%"><strong>Technologies:</strong> SAS, R, R Package Writing, HPC management, Bash, etc..</p>
<br>
<hr style="border-bottom: dotted 1px" />
</div>
<div class="resume-date text-md-right">
<span class="text-primary" style="font-size:150%">2017 - 2019</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h4 style="font-size:240%" class="mb-0">Graduate Research Assistant</h4>
<div class="subheading mb-3">University of Kentucky</div>
<p style="font-size:150%">
<li style="font-size:150%">Worked on the construction of Protein NMR Reference Correction and Protein NMR Deuteration Level Detection frameworks.</li>
<li style="font-size:150%">Published Protein Nuclear Magnetic Resonance (NMR) Reference Correction (paper), BaMORC: Bayesian Model Optimized Reference Correction Method for Assigned and Unassigned Protein NMR Spectra (Package) and BMRBr (Package).</li>
<li style="font-size:150%">Built a statistical base model for an estimate of reference correcting values for protein.</li>
<li style="font-size:150%">Implemented a Bayesian probabilistic framework to improve the model performance</li>
<li style="font-size:150%">Surpassed the state-of-the-art performance as measured by reference error below +/- 0.22 ppm at 90% confidence interval. (State of the art is around 1ppm.)</li>
<li style="font-size:150%">Used Python, R, Multi-processing Programming, Statistical Learning, Bayesian, etc.</li>
</p>
<p style="font-size:150%"><strong>Technologies:</strong> R, R Package Creation, Python, Shiny, Docker, etc..</p>
<br>
<!-- <hr style="border-bottom: dotted 1px" /> {% endcomment %} -->
<br>
</div>
<div class="resume-date text-md-right">
<span class="text-primary" style="font-size:150%">2013 - 2019</span>
</div>
</div>
<!-- <div class="resume-item d-flex flex-column flex-md-row">
<div class="resume-content mr-auto">
<h3 class="mb-0">Web Design Intern</h3>
<div class="subheading mb-3">Shout! Media Productions</div>
<p>Collaboratively administrate empowered markets via plug-and-play networks. Dynamically procrastinate B2C users after installed base benefits. Dramatically visualize customer directed convergence without revolutionary ROI.</p>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">September 2008 - June 2010</span>
</div>
</div> -->
</div>
</section>
<!-- ############################### Profilio ################################ -->
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="Profilio">
<div class="my-auto">
<h3 class="mb-5">Profilio</h3>
<div class="resume-item d-flex flex-column flex-md-row mb-4">
<div class="resume-content mr-auto">
<h4 style="font-size:240%" class="mb-0">BaMORC: NMR Reference Correction</h3>
<div class="subheading mb-1"></div>
<p style="font-size:150%">
<!-- <a style="color:red" href="https://billcx.shinyapps.io/BaMORC_assigned_demo/">BaMORC Web App</a> (just a peek)
· -->
<a style="color:red" href="https://cran.r-project.org/web/packages/BaMORC/index.html">CRAN link</a>
·
<a style="color:red" href="https://github.com/MoseleyBioinformaticsLab/BaMORC">GitHub link</a>
·
<a style="color:red" href="https://moseleybioinformaticslab.github.io/BaMORC/">Documentation link.</a>
</p>
<p style="font-size:180%"><img src="img/BaMORC_logo.png" alt="BaMORC" style="float:left;width:120px;height:auto;" hspace="10">The BaMORC package is designed to facilitate protein NMR research with an easy-to-use tool that detects and corrects 13C referencing errors before and after the protein resonance assignment step.</p>
<br>
<br>
<hr style="border-bottom: dotted 1px" />
<br>
<br>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-4">
<div class="resume-content mr-auto">
<h4 style="font-size:240%" class="mb-0">BMRBr: BMRB Files Downloader</h3>
<div class="subheading mb-1"></div>
<p style="font-size:150%">
<a style="color:red" href="https://cran.r-project.org/web/packages/BMRBr/index.html">CRAN link</a>
· <a style="color:red" href="https://github.com/MoseleyBioinformaticsLab/BaMORC">GitHub link</a>
· <a style="color:red" href="https://github.com/billchenxi/BMRBr/blob/master/README.md">Documentation link.</a>
</p>
<p style="font-size:180%">BMRBr is a package that facilites R users to analyze data from BMRB data repo by simplifing the download procedure. Currently, the only way to download individual BMRB NMR-star file is to download manually or using shell code, this package frees R users by allowing users to enter only ID and store location.</p>
</div>
</div>
<br>
<br>
<hr style="border-bottom: dotted 1px" />
<br>
<br>
</div>
</div>
</section>
<!-- ############################### Publication ################################ -->
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="publication">
<div class="my-auto">
<h3 class="mb-5">Publication</h3>
<ul class="fa-ul mb-0">
<li style="font-size:150%">
<i class="fa-li fa fa-newspaper"></i>
<strong>Automatic 13C Chemical Shift Reference Correction for Unassigned Protein NMR Spectra</strong>, 1<sup>st</sup> Author, Journal of Biomolecular
NMR, Aug 2018 DOI: 10.1007/s10858-018-0202-5. <a href="https://rdcu.be/4ly5">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-newspaper"></i>
<strong>The Changing Landscape of Neurosurgical Injury in the Context of Drugs of Abuse, a Retrospective Analysis of 2012 and 2017,</strong> 2<sup>nd</sup> Author, AANS Annual Meeting 2019</li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-newspaper"></i>
<strong>Parallelized Interactive Machine Learning on Autonomous Vehicles,</strong> 1<sup>st</sup> Author, NAECON Dec 2018 DOI: 10.1109/NAE-
CON.2018.8556776. <a href="https://ieeexplore.ieee.org/document/8556776">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-newspaper"></i>
<strong>A Method to Facilitate Cancer Detection and Type Classification from Gene Expression Data using a Deep
Autoencoder and Neural Network</strong>, 1<sup>st</sup> Author, arXiv, Dec 2018 arXiv:1812.08674. <a href="https://arxiv.org/abs/1812.08674">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-newspaper"></i>
<strong>Deep Learning by Doing: The Nvidia Deep Learning Institute</strong>, 1<sup>st</sup> Author, Journal of Computational Science Education, Dec
2018 DOI: 10.22369/issn.2153-4136/10/1/16. <a href="https://doi.org/10.22369/issn.2153-4136/10/1/16">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-newspaper"></i>
<strong>Pan-Cancer Epigenetic Biomarker Selection from Blood Sample Using SAS(R)</strong>, 1<sup>st</sup> Author, MWSUG, Sep 2018. <a href="https://mwsug.org/proceedings/2018/HS/MWSUG-2018-HS-45.pdf">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-newspaper"></i>
<strong>Finite Mixture-of-Gamma Distributions: Estimation, Inference, and Model-Based Clustering</strong>, 2<sup>ns</sup> Author, May, 2019. <a href="https://link.springer.com/article/10.1007/s11634-019-00361-y">Link</a></li>
<p></p>
</ul>
</div>
</section>
<!-- ############################### Education ################################ -->
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="education">
<div class="my-auto">
<h3 class="mb-5">Education</h3>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h4 style="font-size:240%" class="mb-0"><a href="https://stat.as.uky.edu/users/xch234">M.A. (Cert) in Statistics</a></h4>
<div class="subheading mb-4">University of Kentucky</div>
<p style="font-size:150%"><strong>GPA:</strong> 3.57</p>
<p style="font-size:150%"><strong>Courses include:</strong> Statistical Analysis, Design and Analysis of Experiments, Computational Inference, Theory of Probability, Intro to Statistical Methods, Regression & Correlation, Statistical Inference, Clinical Trial, Survival and Life Testing, Linear Model & Experimental Design, Longitudinal Data Analysis, Analysis of Categorical Data.</p>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">2016 - 2019</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h4 style="font-size:240%" class="mb-0">Ph. D. in Bioinformatic/Biochemistry</h4>
<div class="subheading mb-4">University of Kentucky</div>
<p style="font-size:150%"><strong>Dissertation Topic:</strong> <a href="https://doi.org/10.13023/etd.2019.057">Automatic 13C Chemical Shift Reference Correction of Protein NMR Spectral Data Using Data Mining and Bayesian Statistical Modeling</a></p>
<p style="font-size:150%"><strong>GPA:</strong> 3.57</p>
<p style="font-size:150%"><strong>Courses include:</strong> Structural Biology, Biochemistry, Cellullar Biology, Structure & Function of Proteins/Enzymes, etc..</p>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">2013 - 2019</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h4 style="font-size:240%" class="mb-0">Computer Science Training</h4>
<div class="subheading mb-4">University of Kentucky</div>
<p style="font-size:150%"><strong>Courses include:</strong> Machine Learning, Computer Vision, Advanced Data Science, Interactive Machine Learning, Numerical Analysis, Calculus and Linear Algebra.</p>
<hr style="border-bottom: dotted 1px" />
<br>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">2016 - 2019</span>
</div>
</div>
</div>
</section>
<!-- ############################### Certification ################################ -->
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="certification">
<div class="my-auto">
<h3 class="mb-5">Certification</h3>
<ul class="fa-ul mb-0">
<li style="font-size:150%">
<i class="fa-li fas fa-id-card"></i>
Coursera Deeplearn.ai Certification Series (AI/DL/RL/ML): <a style="color:red" href="https://www.coursera.org/user/902cbf6a236e768db1c185c96778971b">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fas fa-id-card"></i>
NVidia Certifications: <a style="color:red" href="https://nvidia.qwiklab.com/public_profiles/5521a192-c2e9-4899-9750-500959646159">Link</a></tab1></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fas fa-id-card"></i>
GCP/AWS Certifications: <a style="color:red" href="https://qwiklabs.com/public_profiles/032b735c-3942-4f65-96e2-46bc821a884a">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fas fa-id-card"></i>
SAS Certified Clinical Trials Programmer: <a style="color:red" href="https://www.youracclaim.com/badges/9e831b45-e851-4ad1-b813-0b9e7e6b852a">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fas fa-id-card"></i>
SAS Certified Statistical Business Analyst: <a style="color:red" href="https://www.youracclaim.com/badges/f0468ef9-75fe-489d-882b-205494e3f71d">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fas fa-id-card"></i>
SAS Certified Advanced Programmer: <a style="color:red" href="https://www.youracclaim.com/badges/91e9a74a-85f4-4eea-aca1-e45b509da4d3">Link</a></li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fas fa-id-card"></i>
DataCamp R Programming Certifications</li>
<p></p>
</ul>
</div>
</section>
<!-- ############################### Skills ################################ -->
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="skills">
<div class="my-auto">
<h3 class="mb-5">Skills</h3>
<div class="subheading mb-3" style="font-size:200%">Tools</div>
<ul class="list-inline list-icons">
<li class="list-inline-item">
<i class="devicons devicons-windows"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-apple"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-linux"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-ubuntu"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-aws"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-digital-ocean"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-google-cloud-platform"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-illustrator"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-photoshop"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-github"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-visualstudio"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-terminal"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-git"></i>
</li>
<li class="list-inline-item">
<i class="devicons devicons-docker"></i>
</li>
</ul>
<br>
<hr style="border-bottom: dotted 1px" />
<br>
<div class="subheading mb-3" style="font-size:200%">Programming Languages: <!--<a style="color:red" href="https://www.hackerrank.com/billchenxi">Link</a>-->
</div>
<p style="font-size:150%"><i>Python</i> · <i>R</i> · <i>SAS</i> · <i>Shiny</i> · <i>C++</i> ·
<i>JavaScript</i> · <i>HTML + CSS</i> · <i>Bash</i></p>
<br>
<hr style="border-bottom: dotted 1px" />
<br>
<!-- ############################### Project ################################ -->
<div class="subheading mb-3" style="font-size:200%">Programming Projects</div>
<ul class="fa-ul mb-0">
<li style="font-size:150%">
<i class="fa-li fa fa-project-diagram"></i>
<strong>SpeedLegal Legal Document Analyzer:</strong> Building model using machine learning and rule-based approach to analyze legal documents. Using Python, NLTK, PyTorch, and PDFminer API to build NLP models, used Flask, React, Docker, and QT to build front-end applications.
</li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-project-diagram"></i>
<strong>Deep Autoencoder for Cancer Classification with Gene Expression Data:</strong> Deep learning approach to classifying cancer types. Data from NIH Cancer Data public repo, with 32 different cancer types. The model accuracy is more than 97% with 0.2% false positive/negative rates.
</li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-project-diagram"></i>
<strong>Parallelized Interactive Machine Learning on Autonomous Vehicles:</strong> Development of an interactive reinforcement learning pipeline for autonomous driving from a game simulation. The simulator is from Microsoft AirSim and driving environment is simulated from Unreal Engine.
</li>
<p></p>
</ul>
</div>
</section>
<!-- ############################### Interests ################################ -->
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="interests">
<div class="my-auto">
<h3 class="mb-5">Interests</h3>
<p style="font-size:150%"> I have undertaken considerable volunteer work, but the most rewarding act of service has been the sponsoring of two children from Romania and Armenia for the past six years. I communicate with these students frequently, encouraging them, and making them feel that there’s someone in their corner.</p>
<p style="font-size:150%" class="mb-0">I am an active member of ACM, AAAI and SIAM. I was the Vice-President and Treasurer of my department student organization. My roles in this included recruiting members, organizing social events and promoting a healthy and energetic learning environment for ever member.</p>
<p></p>
<p style="font-size:150%" class="mb-0">I am also a runner and violinist. (I don't play violin while I am running!)</p>
</div>
</section>
<!-- ############################### Award ################################ -->
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="awards">
<div class="my-auto">
<h3 class="mb-5">Awards</h3>
<ul class="fa-ul mb-0">
<li style="font-size:150%">
<i class="fa-li fa fa-trophy"></i>
AAAI Student Poster Traval Award - 2019</li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fas fa-trophy"></i>
MWSUG Conference Poster Scholarship - 2016/2018</li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-trophy"></i>
SIAM SDM Dissertation Traval Award - 2018</li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-trophy"></i>
Grow with Google Challenge Scholarship - 2018</li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-trophy"></i>
3<sup>rd</sup> Venture Competition UK - 2017</li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-trophy"></i>
Azure Research Funding - 2016</li>
<p></p>
<li style="font-size:150%">
<i class="fa-li fa fa-trophy"></i>
MWSUG Conference Poster Scholarship - 2016/2018</li>
</ul>
</div>
</section>
</div>
<!-- Bootstrap core JavaScript -->
<script src="vendor/jquery/jquery.min.js"></script>
<script src="vendor/bootstrap/js/bootstrap.bundle.min.js"></script>
<!-- Plugin JavaScript -->
<script src="vendor/jquery-easing/jquery.easing.min.js"></script>
<!-- Custom scripts for this template -->
<script src="js/resume.min.js"></script>
</body>
</html>