-
Notifications
You must be signed in to change notification settings - Fork 1
/
index.html
546 lines (461 loc) · 19.9 KB
/
index.html
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
<!doctype html>
<html>
<head>
<script async src="https://www.googletagmanager.com/gtag/js?id=G-GHQNNBJTEH"></script>
<script type="text/javascript">
(function(c,l,a,r,i,t,y){
c[a]=c[a]||function(){(c[a].q=c[a].q||[]).push(arguments)};
t=l.createElement(r);t.async=1;t.src="https://www.clarity.ms/tag/"+i;
y=l.getElementsByTagName(r)[0];y.parentNode.insertBefore(t,y);
})(window, document, "clarity", "script", "pghpc1ft3o");
</script>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="keywords" content="website, yash, bhisikar, yash bhisikar, Yash Bhisikar, Yash bhisikar">
<meta name="author" content="Yash Bhisikar">
<meta http-equiv="X-UA-Compatible" content="chrome=1">
<link rel="apple-touch-icon" sizes="180x180" href="images/BITSPilani_logo.png">
<link rel="icon" type="image/png" sizes="32x32" href="images/BITSPilani_logo.png">
<link rel="icon" type="image/png" sizes="16x16" href="images/BITSPilani_logo(1).png">
<!-- Bootstrap CSS -->
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/css/bootstrap.min.css"
integrity="sha384-Vkoo8x4CGsO3+Hhxv8T/Q5PaXtkKtu6ug5TOeNV6gBiFeWPGFN9MuhOf23Q9Ifjh" crossorigin="anonymous">
<link href="https://fonts.googleapis.com/css2?family=Spartan:wght@300;400;500&display=swap" rel="stylesheet">
<link href="https://fonts.googleapis.com/css2?family=Quicksand:wght@300;400&display=swap" rel="stylesheet">
<link href="https://fonts.googleapis.com/css2?family=Barlow:wght@300;400&display=swap" rel="stylesheet">
<link href="https://fonts.googleapis.com/css2?family=Barlow:wght@400;400&display=swap" rel="stylesheet">
<script src="https://kit.fontawesome.com/cf1c3caa39.js" crossorigin="anonymous"></script>
<title>Yash's Website</title>
</head>
<body>
<div class="container pb-5 allstuffp">
<div class="row pt-5 allstuff">
<div class="col-md-4 pt-2">
<div class="fixed-posi">
<div class="name"><b>Yash Bhisikar</b></div>
<p style="word-wrap: break-word; max-width: 250px;">Performance and Research Intern @ e6data</p>
<img id="dp" src="images/IMG_20240707_193104328~2.jpg" class="img-fluid profilepic pb-4"
alt="yash profile photo" width="250">
<div class="pt-4">
<a id="icon_cv" class="tag had" href="https://yashrb24.github.io/data/Yash-Bhisikar-GoogleDeepMind-Resume.pdf" target="_blank"><i
class="had fas fa-file-alt"></i> resume</a><br>
<a id="icon_email" class="tag had" href="mailto:[email protected]" target="_blank"><i
class="fas fa-envelope"></i> email</a><br>
<a id="icon_github" class="tag had" href="https://github.com/yashrb24" target="_blank"><i
class="had fab fa-github"></i> github</a><br>
<a id="icon_linkedin" class="tag had" href="https://www.linkedin.com/in/yash-bhisikar/" target="_blank"><i
class="fab fa-linkedin-in"></i> linkedin</a> <br>
<a id="icon_gscholar" class="tag had" href="https://scholar.google.com/citations?user=OAdgMjAAAAAJ&hl=en"
target="_blank"><i class="fab fa-google"></i> google scholar</a> <br>
</div>
</div>
</div>
<div class="col-md-8 pt-4 about">
<p class='header'>Hello!</p>
<p>I'm a final year undergrad at <a class="tag" href="https://www.bits-pilani.ac.in/" target="_blank">BITS
Pilani</a>, majoring in Computer Science with a minor in Data Science. My research interests mainly revolve
around Machine Learning and Computer Systems.
</p>
<p>I am currently a student researcher at <a class="tag" href="https://arnabkrpaul.github.io/Dashlab/index.html"
target="_blank">DaSH Lab</a>, where I am working with <a class="tag" href="https://arnabkrpaul.github.io/"
target="_blank">Prof. Arnab Paul</a> on designing a cluster-aware file-level adaptive striping framework for
parallel file-systems. I have also worked with <a class="tag" href="http://sougata-sen.com/"
target="_blank">Prof. Sougata Sen</a> on analyzing data from sensors to gain contextual insights into human
activities. The work is currently under review at <a class="tag" href="https://www.percom.org/"
target="_blank"> PerCom 2025</a>!
</p>
<p>Previously, I have worked at <a class="tag" href="https://appcair.com/" target="_blank">APPCAIR</a>(BITS
Pilani's AI Lab) on using Granger Causality in a non-chaotic pruning strategy that preserves feature
importances. I have also interned at
<a class="tag" href="https://nesac.gov.in/" target="_blank">NESAC</a>, where I worked on enhancing rainfall
forecasting predictions using Genetic Algorithms and Deep Learning.
</p>
<p>Recently, I spent an amazing summer at <a class="tag" href="https://tu-dresden.de/?set_language=en"
target="_blank">TU Dresden</a> in Germany as a DAAD-Wise Scholar. I worked with <a class="tag"
href="https://www.ini.rub.de/the_institute/people/david-kappel/">Prof. David Kappel</a> and <a class="tag"
href="https://anandsubramoney.com/" target="_blank">Prof. Anand Subramoney</a> on state-space models for
neuromorphic and point-cloud data. This was pretty fun :)
</p>
<p>In my free time, I enjoy listening to music, solve logic puzzles or play basketball. I'm a big fan of Radiohead
and Bring Me The Horizon (consistently top 5 on my Spotify Wrapped xD). Sometimes I randomly pick up puzzles
from <a class="tag" href="https://www.adventofcode.com" target="_blank"> Advent of Code</a>and spend hours on
them instead of attending lectures :p And I'm still rooting for Luka, Kyrie and the Mavs to take the NBA title
this year.
</p>
<p class="header pt-3"><b>Publications</b></p>
<p>
<span class="papertitle">STREAM: A Universal State-Space Model for Sparse Geometric Data</span><br>
Mark Schöne*, <span class="thisauthor">Yash Bhisikar</span>*, Karan Bania*, Khaleelulla Khan Nazeer, Christian
Mayr, Anand Subramoney, David Kappel<br>
<i>Arxiv 2024</i><br>
<a class="tag" href="https://arxiv.org/abs/2411.12603" target="_blank">abstract</a>|
<a class="tag" href="https://arxiv.org/pdf/2411.12603" target="_blank">pdf</a>
</p>
<p>
<span class="papertitle">Does Varying BeeGFS Configuration Affect the I/O Performance of HPC
Workloads?</span><br>
Arnav Borkar, Joel Tony, Hari Vamsi K. N, Tushar Barman, <span class="thisauthor">Yash Bhisikar</span>,
Sreenath T. M., Arnab K. Paul<br>
<i>2023 IEEE International Conference on Cluster Computing Workshops (CLUSTER)</i><br>
<a class="tag" href="https://ieeexplore.ieee.org/document/10321840" target="_blank">abstract</a>|
<a class="tag" href="https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10321840" target="_blank">pdf</a>
</p>
<p>
<span class="papertitle">Gradient-Based Optimisers Versus Genetic Algorithms in Deep Learning Architectures: A
Case Study on Rainfall Estimation Over Complex Terrain</span><br>
<b><span class="thisauthor">Yash Bhisikar*</span></b>, Nirmal Govindaraj*, Venkatavihan Devaki*, Ritu
Anilkumar<br>
Abstract at: <i>Strategies and Applications of AI and ML in a Spatiotemporal Context, EGU 2024</i><br>
<a class="tag" href="https://meetingorganizer.copernicus.org/EGU24/EGU24-19531.html"
target="_blank">website</a>
</p>* = equal contribution
<p>
</p>
<p class="header pt-4"><b>Projects</b></p>
<p>
<span class="papertitle">Grasping Graphormer : Assessing Transformer Performance for Graph
Representation</span><br>
<i>Blogpost Track, GRAM Workshop @ ICML 2024</i><br>
We collaborated on a deep-dive blog post examining the core principles behind the <a class="tag"
href="https://arxiv.org/pdf/2106.05234" target="_blank">Graphormer</a> architecture. <br>
<a class="tag" href="https://gram-blogposts.github.io/blog/2024/graphormer/" target="_blank">website</a>
</p>
<p>
<span class="papertitle">[RE] Teaching CLIP to Count to Ten</span><br>
We attempted reproducing the Google Brain paper "Teaching CLIP to Count to Ten"<br>
<a class="tag" href="https://github.com/SforAiDl/CountCLIP" target="_blank">github</a> |
<a class="tag" href="https://arxiv.org/abs/2406.03586" target="_blank">report</a>
</p>
<p>
<span class="papertitle">Project Kratos</span><br>
<i>Core Member, Autonomous Subsystem</i><br>
Developing a mars rover as part of an interdisciplinary student-run team. We're responsible for the rover's
autonomous navigation. Worked on a real-time object detector for the rover using YOLOv3 fine-tuned on our
custom dataset. Designed a P-controlled visual servo mechanism to navigate based on arrow directions captured
in a monocular camera feed. Integrated GPS-based navigation with the tech stack to traverse between local GPS
coordinates.<br>
<a class="tag" href="https://github.com/Kratos-The-Rover" target="_blank">github</a> |
<a class="tag" href="https://kratos-the-rover.github.io/" target="_blank">project website</a>
</p>
<p class='header pt-4'><b>Experience</b></p>
<div class="expmeta row">
<div class="col-sm-1"><img class="expicon mt-2" src="images/dashog.jpg"
style="margin-left:10px;margin-bottom:10px;"></div>
<div class="col-sm-11 expdetails" style="margin-top: 12px;">
<span class="expjob"><a class="tag" href="https://arnabkrpaul.github.io/Dashlab/index.html"
target="_blank">Data, Systems and High-Performance Computing Lab</a></span><br>
<div class='pt-1'>March 2023 - Present</div>
</div>
</div>
<div class="details">
<p><span class="bullet">--</span>Working on optimizations in parallel file systems and storage for
high-performance computing.<br>
<span class="bullet">--</span>Assisted in managing a 32-node cluster consisting of GPU workstations, rack
servers and Raspberry Pi's<br>
</div>
<div class="expmeta row">
<div class="col-sm-1"><img class="expicon mt-2" src="images/appcair.png"
style="margin-left:10px;margin-bottom:10px;"></div>
<div class="col-sm-11 expdetails" style="margin-top: 12px;">
<span class="expjob"><a class="tag" href="https://appcair.com/"
target="_blank">APPCAIR</a></span><br>
<div class='pt-1'>June 2023 - December 2023</div>
</div>
</div>
<div class="details">
<p><span class="bullet">--</span>Involved in the design of a non-chaotic pruning strategy for neural networks
that also preserves feature importances<br>
<span class="bullet">--</span>Investigated Granger Causality and compared against L0, L1, Rank-based and
LC-Compression methods.<br>
</div>
<div class="expmeta row">
<div class="col-sm-1"><img class="expicon mt-2" src="images/tud.jpg"
style="margin-left:10px;margin-bottom:10px;"></div>
<div class="col-sm-11 expdetails" style="margin-top: 12px;">
<span class="expjob"><a class="tag" href="https://tu-dresden.de" target="_blank">Technische Universität
Dresden</a></span><br>
<div class='pt-1'>May 2024 - November 2024</div>
</div>
</div>
<div class="details">
<p><span class="bullet">--</span>Modified the discretization of Mamba architecture to adapt to neuromorphic
streams and point-clouds.<br>
<span class="bullet">--</span>Performed literature review, ran experiments and assisted in the paper
writing.<br>
</div>
<div class="expmeta row">
<div class="col-sm-1"><img class="expicon mt-2" src="images/e6data_logo.jpg"
style="margin-left:10px;margin-bottom:10px;"></div>
<div class="col-sm-11 expdetails" style="margin-top: 12px;">
<span class="expjob"><a class="tag" href="https://e6data.com/" target="_blank">e6data
</a></span><br>
<div class='pt-1'>October 2024 - Present</div>
</div>
</div>
<div class="details">
<p><span class="bullet">--</span> Working on adding AI/ML capabilities to the e6 engine to allow for wider
interoperability. <br>
<span class="bullet">--</span> Explored the Apache Ray framework and working with adding Arrow format
support to the engine.<br>
</p>
</div>
<div class="expmeta row">
<div class="col-sm-1"><img class="expicon mt-2" src="images/NESAC-Logo-1-1024x622.png"
style="margin-left:10px;margin-bottom:10px;"></div>
<div class="col-sm-11 expdetails" style="margin-top: 12px;">
<span class="expjob"><a class="tag" href="https://nesac.gov.in/" target="_blank">North-Eastern Space
Applications Centre</a></span><br>
<div class='pt-1'>May 2023 - August 2023</div>
</div>
</div>
<div class="details">
<p><span class="bullet">--</span>Analysed the performance difference between CNNS(U-Net) and LSTMs to predict
rainfall on uneven Northeastern terrain.<br>
<span class="bullet">--</span>Experiemented with Genetic Algorithms to obtain a boost over the traditional
gradient-descent based methods.<br>
</p>
</div>
<p class="header pt-2"><b>Co-Curricular Activities</b></p>
<div class="pb-1">
<b>Vice-President</b> Society for Artificial Intelligence and Deep Learning ( <a class="tag"
href="https://www.saidl.in" target="_blank">SAiDL</a>)<br>
We are a group of undergrads who are broadly interested in ML/DL research. We do a bunch of activities,
ranging from organizing <a class="tag" href="https://sites.google.com/goa.bits-pilani.ac.in/ai-symposium-2024"
target="_blank">symposiums</a>, conducting <a class="tag"
href="https://bpgc-cte.org/course/66ce336077d1d61169f64949" target="_blank">courses</a>, undertaking <a
class="tag" href="https://github.com/SforAiDl" target="_blank">projects</a>, and hosting paper-reading
sessions. <br>
<!-- need an empty line here -->
<p></p>
<b>Core Member</b> The Literary and Debating Club<br>
We organize debates, book-clubs and writing sessions. I participated in parliamentary debate tournaments and
helped in organizing a nation-wide slam poetry contest. Check out our <a class="tag"
href="https://ldcbg.wordpress.com/about/" target="_blank">blog</a> and our <a class="tag"
href="https://www.instagram.com/ldcbitsgoa/" target="_blank">instagram</a> page! <br>
<!-- need an empty line here -->
<p></p>
<b>Others: </b> The Electronics and Robotics Club, AlgomaniaX - The Competitive Programming Club
</div>
</div>
</div>
</div>
<div>
<script src="javascripts/scale.fix.js"></script>
<script src="https://code.jquery.com/jquery-3.4.1.slim.min.js"
integrity="sha384-J6qa4849blE2+poT4WnyKhv5vZF5SrPo0iEjwBvKU7imGFAV0wwj1yYfoRSJoZ+n"
crossorigin="anonymous"></script>
<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/umd/popper.min.js"
integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo"
crossorigin="anonymous"></script>
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js"
integrity="sha384-wfSDF2E50Y2D1uUdj0O3uMBJnjuUD4Ih7YwaYd1iqfktj0Uod8GCExl3Og8ifwB6"
crossorigin="anonymous"></script>
</body>
<style>
body {
/* font-family: 'Quicksand', sans-serif; */
font-family: 'Barlow', sans-serif;
font-weight: 400;
color: #111;
font-size: 17px;
}
.name {
font-size: 23pt;
color: #111;
}
a {
/* color: #555; */
/* text-decoration: underline; */
color: #e01600;
font-weight: 400;
}
a:hover {
/* font-weight: 400; */
text-decoration: none;
transition-duration: 0.3s;
transition-timing-function: linear;
/* color: #444; */
}
.about {
font-size: 12pt;
}
.header {
font-size: 18pt;
color: #111;
}
.expmeta {}
.expjob {
font-weight: 400;
font-size: 14pt;
color: #111;
}
.expduration {}
.expdetails {}
.expdesc {}
.papertitle {
color: #111;
font-weight: 200;
}
.thisauthor {
color: #111;
font-weight: 900;
}
.noter {
font-size: 9pt;
}
.tagsep {
padding: 4px;
}
.tag {
padding-right: 2px;
}
.confshort {
font-weight: 300;
}
.conf {
display: inline-block;
padding-bottom: 4px;
}
.paper {
border-left: 1px solid #ddd;
/* border-radius: 10px; */
}
.menulink {
color: #888;
}
.menulink:hover {
color: #111;
}
.had {
color: #888;
}
.had:hover {
color: #222 !important;
}
#icon_cv:hover>i {
color: #641e16;
}
#icon_email:hover>i {
color: #641e16;
}
#icon_github:hover>i {
color: #641e16;
}
#icon_twitter:hover>i {
color: #641e16;
}
#icon_linkedin:hover>i {
color: #641e16;
}
#icon_scholar:hover>i {
color: #641e16;
}
/* #icon_cv:hover:hover > i{
color: blue;
transition-property: color;
transition-duration: 0.1s;
transition-timing-function: linear;
}
#icon_email:hover > i{
color: blue;
transition-property: color;
transition-duration: 0.1s;
transition-timing-function: linear;
}
#icon_github:hover > i{
color: blue;
transition-property: color;
transition-duration: 0.1s;
transition-timing-function: linear;
}
#icon_twitter:hover > i{
color: blue;
transition-property: color;
transition-duration: 0.1s;
transition-timing-function: linear;
}
#icon_linkedin:hover > i{
color: blue;
transition-property: color;
transition-duration: 0.1s;
transition-timing-function: linear;
}
#icon_scholar:hover > i{
color: blue;
transition-property: color;
transition-duration: 0.1s;
transition-timing-function: linear;
} */
.icons:hover {
color: rgb(143, 0, 0)
}
.paper {
border-left: 1px solid #ddd;
}
.papertitle {
color: #111;
font-weight: 550;
font-size: 15pt;
}
@media (min-width: 768px) {
.fixed-posi {
/* width: 50%;
margin-left: 50%;
min-height:100%; */
position: sticky;
}
.expicon {
width: 200%;
}
.expdetails {
padding-left: 50px;
}
}
@media (max-width: 768px) {
.expicon {
width: 20%;
}
.expdetails {
padding-left: 2;
}
}
.bullet {
color: #222;
font-weight: 400;
}
@media (min-width: 768px) {
.fixed-posi {
/* width: 50%;
margin-left: 50%;
min-height:100%; */
position: fixed;
}
}
@media only screen and (max-width: 900px) {
.allstuff {
padding-top: 0px !important;
}
.allstuffp {
padding-top: 0px !important;
}
.profilepic {
width: 150px;
/* border-radius: 40%; */
float: right;
padding-top: 0px !important;
padding-bottom: 0px !important;
filter: grayscale(30%);
}
.menur {
padding-top: 18px !important;
}
.instilogo {
height: 50px;
filter: grayscale(20%);
}
}
/* .profilepic {
border-radius: 40%;
} */
</style>
</html>