-
Notifications
You must be signed in to change notification settings - Fork 1
Expand file tree
/
Copy pathindex.html
More file actions
342 lines (327 loc) · 15 KB
/
Copy pathindex.html
File metadata and controls
342 lines (327 loc) · 15 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
<!DOCTYPE HTML>
<html>
<head>
<title>Devashish Nyati</title>
<meta charset="utf-8" />
<link rel="shortcut icon" href="images/favicon.ico" type="image/x-icon" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
<link rel="stylesheet" href="https://www.w3schools.com/w3css/4/w3.css">
</head>
<body class="is-preload">
<!-- Header -->
<header id="header">
<div class="inner">
<a href="#" class="image avatar"><img src="images/avatar.png" alt="" /></a>
<h1><strong>I am Devashish</strong>, a software engineer<br>
and a data science enthusiast.</h1><br>
<h2>
Python
<div class="w3-grey">
<div class="w3-container w3-light-grey" style="height:3px;width:95%;"></div>
</div>
Java
<div class="w3-grey">
<div class="w3-container w3-light-grey" style="height:3px;width:85%"></div>
</div>
JavaScript
<div class="w3-grey">
<div class="w3-container w3-light-grey" style="height:3px;width:80%"></div>
</div>
Backend
<div class="w3-grey">
<div class="w3-container w3-light-grey" style="height:3px;width:90%"></div>
</div>
Frontend
<div class="w3-grey">
<div class="w3-container w3-light-grey" style="height:3px;width:80%"></div>
</div>
Databases
<div class="w3-grey">
<div class="w3-container w3-light-grey" style="height:3px;width:90%"></div>
</div>
Data Science
<div class="w3-grey">
<div class="w3-container w3-light-grey" style="height:3px;width:95%"></div>
</div>
Cloud Technologies
<div class="w3-grey">
<div class="w3-container w3-light-grey" style="height:3px;width:85%"></div>
</div>
</h2>
</div>
</header>
<!-- Main -->
<div id="main">
<!-- One -->
<section id="one">
<header class="major">
<h2>About Me</h2>
</header>
<p>Currently, I am pursuing my masters in Software Engineering at San Jose State University.
Here I am specializing in Data Sciences.
I have done several projects that included designing UI wire-frames, creating back-ends, designing
databases, creating front-ends, creating data analytical dashboards, predicting insights and hosting the
web applications.
I have also helped some organizations in creating their data engines. I am always looking for new and
challenging tasks. My goal is to make valuable contribution in all the fields I am working on. I am also
a past-time soccer player and a self learned musician.</p>
<ul class="actions">
<li><a href="assets/files/Devashish Nyati Resume.pdf" class="button">Download Resume</a></li>
</ul>
</section>
<!-- Two -->
<section id="two">
<h2>Current Work</h2>
<div class="row">
<article class="col-6 col-12-xsmall work-item">
<a href="https://www.swastika.co.in/" class="image fit thumb"><img
src="images/thumbs/Data @ Swastika.jpg" alt="" /></a>
<h3>Data @ Swastika</h3>
<p>The project is aimed to create a complete data engine for <a
href="https://www.swastika.co.in/">Swastika</a>. I am currently working on this. I am doing
this just for my learning.
<ul>
<li>Design databases to store client transactions, stock prices, employee data, etc.</li>
<li>Write ETL scripts to store data.</li>
<li>Analyze customer data by extracting features and cluster customers on the basis of their
value.</li>
<li>Predict when a customer is going to make the next transaction and what amount is he/she
going to spend.</li>
<li>Create a full-stack application to help Swastika watch their customer behavior.</li>
</ul>
</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="assets/files/Tech_Elves_EBAAS_Abstract.pdf" class="image fit thumb"><img
src="images/thumbs/Ebaas.jpg" alt="" /></a>
<h3>Enterprise Backend as a Service</h3>
<p>The project is aimed to build an full-stack application that will interact with the user to
create a backend
code that will create the required product with bare minimum requirements starting from the
creation of the database to the creation of the APIs to communicate with the database. In
addition
to this, we will provide a feature that will predict useful insights based on the data added
through
our APIs using Machine Learning services.<br>
This project is my final year masters project which I am working on with a team of 4.</p>
</article>
</div>
<h2>Work Experience</h2>
<div class="row">
<article class="col-6 col-12-xsmall work-item">
<a href="https://www.enovix.com/" class="image fit thumb"><img src="images/thumbs/enovix.jpeg"
alt="" /></a>
<h3>Enovix Corporation</h3>
<p>I worked at Enovix as a software engineer intern from May 2019 to October 2019.
<ul>
<li>Built 19 web applications from scratch to migrate traditional VBA excel uploaders to
improve performance benchmarks. These tools were used across the organization by all the
engineers and operators.</li>
<li>Used regression machine learning algorithms to predict the life of a battery and outlier
detection algorithms to detect defects in batteries. This saved waiting for 600 life
cycles to finish.</li>
<li>Designed databases with ETL and built data visualization and reporting tools to support
test engineering, R&D.</li>
<li>Hosted these tools on Microsoft IIS to increase availability.</li>
<li>Technologies: Git, Django, Python, REST, Microsoft IIS, Vue.js, Handsontable, MS SQL,
MySQL, and Sklearn.</li>
</ul>
</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="https://www.mediaocean.com/" class="image fit thumb"><img
src="images/thumbs/mediaocean.jpg" alt="" /></a>
<h3>Mediaocean</h3>
<p>I worked at Mediaocean Pune as an associate software engineer from July 2017 to July 2018.
<ul>
<li>Wrote 113 test cases and assisted in data transformation, quality, profiling,
validation, and reconciliation.</li>
<li>Build a tool in MOHack to track the user flow using google tag manager. This tool helped
product managers to see how the users were actually using the product.</li>
<li>Collaborated on the automation framework and increased the quality of the product
(PRISMA).</li>
<li>Technologies: Selenium, Java, Git, JIRA, Confluence, Eclipse.</li>
</ul>
</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="https://www.miniorange.com/" class="image fit thumb"><img
src="images/thumbs/MiniOrange.jpg" alt="" /></a>
<h3>MiniOrange</h3>
<p>I worked at MiniOrange as a software engineer intern from Jan 2016 to June 2016.
<ul>
<li>Built Drupal OTP Verification Module. This plugin has 3000+ active installs.</li>
<li>Collaborated on miniOrange’s Social Sharing plugin for WordPress. This plugin has 20000+
active installs.</li>
<li>Supported in Social Login Analytics and search engine optimization.</li>
</ul>
</p>
</article>
</div>
<h2>Project Work</h2>
<div class="row">
<article class="col-6 col-12-xsmall work-item">
<a href="https://github.com/devashishnyati/MediumStories" class="image fit thumb"><img
src="images/thumbs/medium.jpg" alt="" /></a>
<h3>Medium Stories - Analysis and Predictions</h3>
<p>
<ul>
<li>The project was aimed to help the user write posts on Medium. The program assisted by
predicting the next word and insights like tags, reading time, number of claps the
article is going to get.</li>
<li>NLP, Recursive Neural Network, Multivariate Regression, Random Forest, Naïve Bayes were
used.</li>
<li>Technologies: Django, JavaScript, HTML, CSS, Channels, PickleDB, Sklearn, TensorFlow,
Keras, and NLTK.</li>
</ul>
</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="https://github.com/devashishnyati/Statistical-Analysis-of-Hospital-Data-using-MPC"
class="image fit thumb"><img src="images/thumbs/mpc.jpg" alt="" /></a>
<h3>Multi-Party Computing for Hospitals</h3>
<p>
<ul>
<li>The project was aimed to create a web-based full-stack app for secure analysis of the
hospital’s data.</li>
<li>Concepts of multi-party computation and time series forecasting were used to preserve
the private data.</li>
<li>Technologies: Flask, ReactJS, RabbitMQ, Celery, MongoDB.</li>
</ul>
</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<iframe class="image fit thumb" src="https://www.youtube.com/embed/jy6HCmMYSOo" frameborder="0"
allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture"
allowfullscreen></iframe>
<h3>Information Retrieval on Music (Shazam's Story)</h3>
<p>A short 3 minute video to describe how information retrieval on music works.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<iframe class="image fit thumb" src="https://www.youtube.com/embed/Ie-H0pXzUNA" frameborder="0"
allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture"
allowfullscreen></iframe>
<h3>ML on Source Code</h3>
<p>A short 5 minute video explanation about machine learning on source code.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<iframe class="image fit thumb" src="https://www.youtube.com/embed/gOL79u1JZeE" frameborder="0"
allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture"
allowfullscreen></iframe>
<h3>Tanks A Virtual War</h3>
<p>
<ul>
<li>This project was aimed to create a desktop tanks multiplayer game.</li>
<li>Networking principles like UDP protocol, TCP protocol etc were used in this project.
</li>
<li>
Design patterns like observer pattern, mediator pattern, component pattern etc were used
in this project.
</li>
</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="#" class="image fit thumb"><img src="images/thumbs/movie.jpg" alt="" /></a>
<h3>Movie Recommendation System</h3>
<p>Project aimed to create a movie recommendation system using Spark. Different algorithms for
collaborative filtering
like item-item collaborative filtering, SVD and ALS were used.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="https://github.com/devashishnyati/Stackoverflowdataanalysis" class="image fit thumb"><img
src="images/thumbs/stack.jpg" alt="" /></a>
<h3>Stack overflow - Analysis and Predictions</h3>
<p>Project aimed to utilize stack overflow annual survey results and predict users salary based on
other features.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="https://github.com/devashishnyati/Spartan-Messenger-App" class="image fit thumb"><img
src="images/thumbs/messenger.jpg" alt="" /></a>
<h3>Spartan Messenger App</h3>
<p>Project aimed to develope a Spartan Messenger using GRPC in Python3. Used gRPC response streaming
to continuously receive chat messages from the Spartan server.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="https://github.com/devashishnyati/Image-Classification" class="image fit thumb"><img
src="images/thumbs/traffic.jpeg" alt="" /></a>
<h3>Traffic Image Classification for Traffic Lights</h3>
<p>Project aimed to classify images into 15 different types of vehicles by extracting features from
images like Histogram of
Oriented Gradients features, Normalized Color Histogram features, Local Binary Pattern features,
Color gradient
features, Depth of Field features, etc. and then classify them.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="https://public.tableau.com/profile/devashish.nyati#!/" class="image fit thumb"><img
src="images/thumbs/chicago.jpg" alt="" /></a>
<h3>Chicago Crime Visualization Dashboard</h3>
<p>Project aimed to create a dashboard to visualize various aspects of Chicago crime data.</p>
</article>
</div>
<ul class="actions">
<li><a href="https://github.com/devashishnyati?tab=repositories" class="button">Full Portfolio</a></li>
</ul>
</section>
<!-- Three -->
<section id="three">
<h2>Get In Touch</h2>
<div class="row">
<div class="col-8 col-12-small">
<form method="post" action="mailto:devashishnyati@gmail.com">
<div class="row gtr-uniform gtr-50">
<div class="col-6 col-12-xsmall"><input type="text" name="name" id="name"
placeholder="Name" /></div>
<div class="col-6 col-12-xsmall"><input type="email" name="email" id="email"
placeholder="Email" /></div>
<div class="col-12"><textarea name="message" id="message" placeholder="Message"
rows="4"></textarea></div>
</div>
<ul class="actions">
<li><input type="submit" value="Send Message" /></li>
</ul>
</form>
</div>
<div class="col-4 col-12-small">
<ul class="labeled-icons">
<li>
<h3 class="icon solid fa-home"><span class="label">Address</span></h3>
San Jose, CA 95113<br />
United States
</li>
<li>
<h3 class="icon solid fa-mobile-alt"><span class="label">Phone</span></h3>
669-213-9043
</li>
<li>
<h3 class="icon solid fa-envelope"><span class="label">Email</span></h3>
<a href="mailto:devashishnyati@gmail.com">devashishnyati@gmail.com</a>
</li>
</ul>
</div>
</div>
</section>
</div>
<!-- Footer -->
<footer id="footer">
<div class="inner">
<ul class="icons">
<li><a href="https://twitter.com/devashishnyati" class="icon brands fa-twitter"><span
class="label">Twitter</span></a></li>
<li><a href="https://github.com/devashishnyati?tab=repositories" class="icon brands fa-github"><span
class="label">Github</span></a></li>
<li><a href="https://youtube.com/devashishnyati?" class="icon brands fa-youtube"><span
class="label">Youtube</span></a></li>
<li><a href="mailto:devashishnyati@gmail.com" class="icon solid fa-envelope"><span
class="label">Email</span></a></li>
</ul>
</div>
</footer>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/browser.min.js"></script>
<script src="assets/js/breakpoints.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>