-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathindex.html
More file actions
592 lines (469 loc) · 22.9 KB
/
index.html
File metadata and controls
592 lines (469 loc) · 22.9 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
585
586
587
588
589
590
591
592
<!DOCTYPE html>
<html lang="en-us">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="generator" content="Source Themes Academic 3.3.0">
<meta name="generator" content="Hugo 0.53" />
<meta name="author" content="L V RAJU NADIMPALLI">
<meta name="description" content="Software Engineer/Data Scientist">
<link rel="alternate" hreflang="en-us" href="/">
<meta name="theme-color" content="#3f51b5">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.1.3/css/bootstrap.min.css" integrity="sha256-eSi1q2PG6J7g7ib17yAaWMcrr5GrtohYChqibrV7PBE=" crossorigin="anonymous">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/academicons/1.8.6/css/academicons.min.css" integrity="sha256-uFVgMKfistnJAfoCUQigIl+JfUaP47GrRKjf6CTPVmw=" crossorigin="anonymous">
<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.6.0/css/all.css" integrity="sha384-aOkxzJ5uQz7WBObEZcHvV5JvRW3TUc2rNPA7pe3AwnsUohiw1Vj2Rgx2KSOkF5+h" crossorigin="anonymous">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/fancybox/3.2.5/jquery.fancybox.min.css" integrity="sha256-ygkqlh3CYSUri3LhQxzdcm0n1EQvH2Y+U5S2idbLtxs=" crossorigin="anonymous">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/github.min.css" crossorigin="anonymous">
<link rel="stylesheet" href="//fonts.googleapis.com/css?family=Lato:400,700|Merriweather|Roboto+Mono">
<link rel="stylesheet" href="/styles.css">
<link rel="alternate" href="/index.xml" type="application/rss+xml" title="L V RAJU NADIMPALLI">
<link rel="feed" href="/index.xml" type="application/rss+xml" title="L V RAJU NADIMPALLI">
<link rel="manifest" href="/site.webmanifest">
<link rel="icon" type="image/png" href="/img/icon.png">
<link rel="apple-touch-icon" type="image/png" href="/img/icon-192.png">
<link rel="canonical" href="/">
<meta property="twitter:card" content="summary">
<meta property="og:site_name" content="L V RAJU NADIMPALLI">
<meta property="og:url" content="/">
<meta property="og:title" content="L V RAJU NADIMPALLI">
<meta property="og:description" content="Software Engineer"><meta property="og:image" content="/img/portrait.jpeg">
<meta property="og:locale" content="en-us">
<meta property="og:updated_time" content="2017-10-15T00:00:00-07:00">
<title>L V RAJU NADIMPALLI</title>
</head>
<body id="top" data-spy="scroll" data-target="#navbar-main" data-offset="71" >
<aside class="search-results" id="search">
<div class="container">
<section class="search-header">
<div class="row no-gutters justify-content-between mb-3">
<div class="col-6">
<h1>Search</h1>
</div>
<div class="col-6 col-search-close">
<a class="js-search" href="#"><i class="fas fa-times-circle text-muted" aria-hidden="true"></i></a>
</div>
</div>
<div id="search-box">
</div>
</section>
<section class="section-search-results">
<div id="search-hits">
</div>
</section>
</div>
</aside>
<nav class="navbar navbar-light fixed-top navbar-expand-lg py-0" id="navbar-main">
<div class="container">
<a class="navbar-brand" href="/">L V RAJU NADIMPALLI</a>
<button type="button" class="navbar-toggler" data-toggle="collapse"
data-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
<span><i class="fas fa-bars"></i></span>
</button>
<div class="collapse navbar-collapse" id="navbar">
<ul class="navbar-nav ml-auto">
<li class="nav-item">
<a class="nav-link" href="/#about" data-target="#about" target="_blank">
<span>Home</span>
</a>
</li>
<li class="nav-item">
<a class="nav-link" href="/#experience" data-target="#experience" target="_blank">
<span>Experience</span>
</a>
</li>
<li class="nav-item">
<a class="nav-link" href="/#projects" data-target="#projects" target="_blank">
<span>Projects</span>
</a>
</li>
<li class="nav-item">
<a class="nav-link" href="/#courses" data-target="#courses" target="_blank">
<span>Courses</span>
</a>
</li>
<!--
<li class="nav-item">
<a class="nav-link" href="/#tutorial" data-target="#tutorial" target="_blank">
<span>Tutorials</span>
</a>
</li>
-->
<li class="nav-item">
<a class="nav-link" href="/#contact" data-target="#contact" target="_blank">
<span>Contact</span>
</a>
</li>
<li class="nav-item">
<a class="nav-link" href="/files/Vishnu_Resume.pdf" data-target="files/Vishnu_Resume.pdf" target="_blank">
<span>Resume</span>
</a>
</li>
</ul>
</div>
</div>
</nav>
<span id="homepage" style="display: none"></span>
<section id="about" class="home-section">
<div class="container">
<div class="row" itemprop="author" itemscope itemtype="http://schema.org/Person" itemref="person-email person-telephone">
<div class="col-12 col-lg-4">
<div id="profile">
<img class="portrait" src="/img/portrait.jpg" itemprop="image" alt="Avatar">
<div class="portrait-title">
<h2 itemprop="name">L V RAJU NADIMPALLI</h2>
<h3 itemprop="jobTitle">Data Scientist Intern</h3>
<h3 itemprop="worksFor" itemscope itemtype="http://schema.org/Organization">
<span itemprop="name">ABB Inc</span>
</h3>
</div>
<link itemprop="url" href="/">
<ul class="network-icon" aria-hidden="true">
<li>
<a itemprop="sameAs" href="https://www.linkedin.com/in/lvrajunadimpalli/" target="_blank" rel="noopener">
<i class="fab fa-linkedin big-icon"></i>
</a>
</li>
<li>
<a itemprop="sameAs" href="https://github.com/MechMaster95" target="_blank" rel="noopener">
<i class="fab fa-github big-icon"></i>
</a>
</li>
<!-- Add Kaggle here -->
<!--
<li>
<a itemprop="sameAs" href="https://www.kaggle.com/bharathmvsn/competitions" target="_blank" rel="noopener">
<i class="fab fa-kaggle big-icon"></i>
</a>
</li>
-->
<!-- Add facebook here -->
<!--
<li>
<a itemprop="sameAs" href="https://www.facebook.com/bharathmvsn" target="_blank" rel="noopener">
<i class="fab fa-facebook big-icon"></i>
</a>
</li>
-->
<li>
<a itemprop="sameAs" href="mailto:laxnadimpalli@gmail.com" >
<i class="fas fa-envelope big-icon"></i>
</a>
</li>
</ul>
</div>
</div>
<div class="col-12 col-lg-8" itemprop="description">
<p>I am L V RAJU NADIMPALLI. I completed my Masters in Operations Research and Data Science from North Carolina State University. I worked as a Software Engineer/ Data Scientist Intern at ABB Inc.</a>.</p>
<p>I love building intelligent systems, specifically systems that can understand text and images
</a>.</p>
<p>A copy of my CV can be found <a href='https://mechmaster95.github.io/files/Vishnu_Resume.pdf' target='_blank'>here</a>.</p>
<div class="row">
<div class="col-md-5">
<h3>Interests</h3>
<ul class="ul-interests">
<li>Machine Learning</li>
<li>Intelligent Systems</li>
<li>Data Structures and Algorithms</li>
<li> Object Oriented Design</li>
</ul>
</div>
<div class="col-md-7">
<h3>Education</h3>
<ul class="ul-edu fa-ul">
<li>
<i class="fa-li fas fa-graduation-cap"></i>
<div class="description">
<p class="course">Master of Operations Research and Data Science, 2018-2020</p>
<p class="institution">North Carolina State University, Raleigh, NC, USA</p>
</div>
</li>
<li>
<i class="fa-li fas fa-graduation-cap"></i>
<div class="description">
<p class="course">Bachelor of Technology in Enginnering, 2013-2017</p>
<p class="institution">Shiv Nadar University, New Delhi, India</p>
</div>
</li>
</ul>
</div>
</div>
</div>
</div>
</div>
</section>
<section id="experience" class="home-section">
<div class="container">
<div class="row">
<div class="col-12 col-lg-4 section-heading">
<h1>Experience</h1>
</div>
<div class="col-12 col-lg-8">
<div class="row experience">
<div class="col-auto text-center flex-column d-none d-sm-flex">
<div class="row h-50">
<div class="col "> </div>
<div class="col"> </div>
</div>
<div class="m-2">
<span class="badge badge-pill border exp-fill"> </span>
</div>
<div class="row h-50">
<div class="col border-right"> </div>
<div class="col"> </div>
</div>
</div>
<div class="col py-2">
<div class="card">
<div class="card-body">
<div class="float-right text-muted exp-meta">
<div class="text-right">
May 2019 –
May 2020
</div>
<div class="text-right">Raleigh, USA</div>
</div>
<h4 class="card-title exp-title text-muted mt-0 mb-1">Software Engineer / Data Scientist Intern</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="https://new.abb.com/" target="_blank" rel="noopener">ABB Inc</a></h4>
<div class="card-text">
<!-- Add ABB Inc Intern experience here -->
<li>
Developed PoC for a Demand Forcasting application using ARIMA and LSTM (Long-short-term-memory networks) models in Azure
Databricks while using MLFlow for model management. The project helped in understanding the Latency tradeoffs compared to
deployment on Local Machines.
</li>
<li>
Built Predictive Model application for Optimal Pricing of the entire product range of ABB’s IAMA Business using ML approaches
(Bayesian Regression, Market Basket Analysis etc.) and including economic indicators. Integrated the Output of the algorithms to
PowerBI dashboards in production environment. Helped in improving 10-15 percent revenue increase for this division.
</div>
</li>
</div>
</div>
</div>
</div>
<div class="row experience">
<div class="col-auto text-center flex-column d-none d-sm-flex">
<div class="row h-50">
<div class="col border-right"> </div>
<div class="col"> </div>
</div>
<div class="m-2">
<span class="badge badge-pill border "> </span>
</div>
<div class="row h-50">
<div class="col border-right"> </div>
<div class="col"> </div>
</div>
</div>
<div class="col py-2">
<div class="card">
<div class="card-body">
<div class="float-right text-muted exp-meta">
<div class="text-right">
November 2017 –
July 2018
</div>
<div class="text-right">Kolkata, India</div>
</div>
<h4 class="card-title exp-title text-muted mt-0 mb-1">Software Developer</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="https://www.cognizant.com/" target="_blank" rel="noopener">Cognizant</a></h4>
<div class="card-text">
<!-- Add Cognizant Inc Intern experience here -->
<li>
Developed REST APIs, asynchronous queuing systems, front end and integration between server and client for dashboards.
</li>
<li>
Developed a Node application to simplify development and testing process by reading data sent by weather sensors and designed shell
scripts to backup databases to Amazon EC2 servers. Also, developed Microservices for data migration tools. Built and managed Docker
container clusters. Employed Kubernetes to orchestrate the deployment, scaling and management of Docker Containers on AWS, Elastic
Search, Lambda functions and Kafka
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section id="projects" class="home-section">
<div class="container">
<div class="margin-auto">
<div class="center-text">
<h1 class="mt-0">Projects</h1>
</div>
<div>
<span class="d-none default-project-filter">.js-id-vishnu</span>
<div class="row isotope projects-container js-layout-row project-showcase mt-5">
<!-- Neural Networks (CS 522, CS 591) project-->
<div class="col-lg-12 project-item isotope-item js-id-vishnu" itemscope itemtype="http://schema.org/CreativeWork">
<div class="row align-items-center">
<div class="col-12 col-md-6">
<!--With hyper link-->
<!--
<h3 class="article-title mb-0 mt-0" itemprop="name"><a href="https://github.com/miteshksingh/Machine-Learning-SBU-Fall2018" target="_blank" rel="noopener" itemprop="url">Neural Networks (CS 522, CS 591)</a></h3>
-->
<h3 class="article-title mb-0 mt-0" itemprop="name"><a target="_blank" rel="noopener" itemprop="url">Neural Networks (CS 522, CS 591)</a></h3>
<div class="article-style" itemprop="articleBody">
<br><ul>
<li>Implemented modified Convolutional Neural Networks VGG-16, Google Net, Inception on Chest X-ray image dataset to detect lung disease in lung x-rays and achieved 0.8 accuracy to detect the diseases. Implemented the project on TensorFlow and PyTorch frameworks in Python.</li>
<li>– Using Word vectors generated by Google’s GloVe as an underlying data model, Developed and Compared CNN, RNN and HAN for the task of text classification of IMDB reviews dataset (Natural Language Processing)</li>
</ul>Neural Networks Course Project | Team Size: 1 | Fall’2018 - Spring’2019
<!--With Github link link-->
<!--
| <a href='https://github.com/mvsnbharath/CSE-544/tree/master/Project'> Github Repo </a>
-->
<br><b>Technologies</b>: Python<br>
</div>
<div class="btn-links">
</div>
</div>
<div class="col-12 col-md-6 order-first order-md-2">
<a href="https://github.com/mvsnbharath/CSE-544/tree/master/Project" target="_blank" rel="noopener">
<img src="/project/neural-networks/neural-networks.png" itemprop="image" alt="">
</a>
</div>
</div>
<!-- Recommender Systems (CS 591) Course Project-->
<div class="col-lg-12 project-item isotope-item js-id-vishnu" itemscope itemtype="http://schema.org/CreativeWork">
<div class="row align-items-center">
<div class="col-12 col-md-6">
<h3 class="article-title mb-0 mt-0" itemprop="name">Recommender Systems (CS 591) </h3>
<div class="article-style" itemprop="articleBody">
<br>
<ul>
<li> Created an ALS based Recommender system using Apache Spark to suggest new musical artists to the user based on their listening history (implicit feedback) and performed parameter sweep to select optimal parameters. The model achieved a score of 95.294% for rank 10</li>
<li>– Used Deep-walk to generate random walks over the heterogeneous information network(low dimensional graph produced vectors implemented on word2vec) to predict the user-movie pair on IMDB datasets.</li>
</ul>Recommender Systems Course Project | Team Size: 1 | Spring’2019</a> <br><b>Technologies</b>: Apache SPark, Python.
<!--With Github link link-->
<!--
| <a href='https://github.com/mvsnbharath/CSE-544/tree/master/Project'> Github Repo </a>
-->
</div>
<div class="btn-links">
</div>
</div>
<div class="col-12 col-md-6 order-first ">
<img src="/project/recommender-systems/recommender-systems.png" itemprop="image" alt="">
</div>
</div>
</div>
<!-- Bayesian and Longitudinal Modeling (ST 537, ST 540)-->
<div class="col-lg-12 project-item isotope-item js-id-vishnu" itemscope itemtype="http://schema.org/CreativeWork">
<div class="row align-items-center">
<div class="col-12 col-md-6">
<h3 class="article-title mb-0 mt-0" itemprop="name">Bayesian and Longitudinal Modeling (ST 537, ST 540)</h3>
<div class="article-style" itemprop="articleBody">
<br> <ul>
<li> Using Random Coefficient Models of Bayesian linear regression and Spline Models of Longitudinal Regression predicted the International roughness index of the road network in North Carolina State.</li>
</li>
<!-- With Github -->
<!-- </ul>Operating Systems Course Project| Team Size: 1 | Apr’20 - May’20 | <a href='https://github.com/mvsnbharath/CSE-320/tree/master/HW/HW5/doc/hw5-doc' target='_blank'> Github Repo </a>-->
</ul>Bayesian Analysis Course Project| Team Size: 1 | Fall’2018 - Spring’2019 </a>
<br>
<b>Concepts Used</b>: Bayseian Inferences
</div>
<div class="btn-links">
</div>
</div>
<div class="col-12 col-md-6 order-first order-md-2">
<img src="/project/bayesian/bayesian.png" itemprop="image" alt="">
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section id="courses" class="home-section">
<div class="container">
<div class="row">
<div class="col-12 col-lg-4 section-heading">
<h1>Courses</h1>
<p>List of courses taken during my Masters’s</p>
</div>
<div class="col-12 col-lg-8">
<p><h3> Fall 2019 </h3>
<ul>
<li> CSE 519 - Data Science Fundamentals </li>
<li> CSE 590 - Introduction to Modern Cryptography </li>
<li> CSE 303 - Theory of Computation </li>
<li> CSE 373 - Analysis of Algorithms </li>
</ul></p>
<p><h3> Spring 2020 </h3>
<ul>
<li> CSE 544 - Probability & Statistics For Data Scientists </li>
<li> CSE 320 - System Fundamentals II </li>
<li> CSE 307 - Principles of Programming Languages </li>
</ul></p>
<p><h3> Fall 2020 </h3>
<ul>
<li> CSE 512 - Machine Learning </li>
<li> CSE 532 - Theory of Database Systems </li>
<li> CSE 518 - Foundations of Human Computer Interaction </li>
</ul></p>
</div>
</div>
</div>
</section>
<section id="contact" class="home-section">
<div class="container">
<div class="row contact-widget">
<div class="col-12 col-lg-4 section-heading">
<h1>Contact</h1>
</div>
<div class="col-12 col-lg-8">
<ul class="fa-ul" itemscope>
<li>
<i class="fa-li fas fa-envelope fa-2x" aria-hidden="true"></i>
<span id="person-email" itemprop="email"><a href="mailto:laxnadimpalli@gmail.com">laxnadimpalli@gmail.com</a></span>
</li>
<li>
<i class="fa-li fas fa-phone fa-2x" aria-hidden="true"></i>
<span id="person-telephone" itemprop="telephone"><a href="tel:860-322-7907">919-527-4248</a></span>
</li>
</ul>
</div>
</div>
</div>
</section>
<div class="container">
</div>
<div id="modal" class="modal fade" role="dialog">
<div class="modal-dialog">
<div class="modal-content">
<div class="modal-header">
<h5 class="modal-title">Cite</h5>
<button type="button" class="close" data-dismiss="modal" aria-label="Close">
<span aria-hidden="true">×</span>
</button>
</div>
<div class="modal-body">
<pre><code class="tex hljs"></code></pre>
</div>
<div class="modal-footer">
<a class="btn btn-outline-primary my-1 js-copy-cite" href="#" target="_blank">
<i class="fas fa-copy"></i> Copy
</a>
<a class="btn btn-outline-primary my-1 js-download-cite" href="#" target="_blank">
<i class="fas fa-download"></i> Download
</a>
<div id="modal-error"></div>
</div>
</div>
</div>
</div>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha512-+NqPlbbtM1QqiK8ZAo4Yrj2c4lNQoGv8P79DPtKzj++l5jnN39rHA/xsqn8zE9l0uSoxaCdrOgFs6yjyfbBxSg==" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery.imagesloaded/4.1.3/imagesloaded.pkgd.min.js" integrity="sha512-umsR78NN0D23AzgoZ11K7raBD+R6hqKojyBZs1w8WvYlsI+QuKRGBx3LFCwhatzBunCjDuJpDHwxD13sLMbpRA==" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.1.3/js/bootstrap.min.js" integrity="sha256-VsEqElsCHSGmnmHXGQzvoWjWwoznFSZc6hs7ARLRacQ=" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery.isotope/3.0.4/isotope.pkgd.min.js" integrity="sha512-VDBOIlDbuC4VWxGJNmuFRQ0Li0SKkDpmGyuhAG5LTDLd/dJ/S0WMVxriR2Y+CyPL5gzjpN4f/6iqWVBJlht0tQ==" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/fancybox/3.2.5/jquery.fancybox.min.js" integrity="sha256-X5PoE3KU5l+JcX+w09p/wHl9AzK333C4hJ2I9S5mD4M=" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/highlight.min.js" integrity="sha256-/BfiIkHlHoVihZdc6TFuj7MmJ0TWcWsMXkeDFwhi0zw=" crossorigin="anonymous"></script>
<script>hljs.initHighlightingOnLoad();</script>
<script src="/js/academic.min.07fbebbbf71b021c8836e1d7ecffa489.js"></script>
</body>
</html>