-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathindex.html
939 lines (873 loc) · 36.3 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
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
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
<!DOCTYPE HTML>
<!--
Directive by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html>
<head>
<title>Tomi Illes</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
<link rel="icon" href="images/avatar_new_favicon.png">
</head>
<body class="is-preload">
<!-- Wrapper-->
<div id="wrapper">
<!-- Header -->
<div id="header">
<!-- Nav -->
<!-- Start of WebFreeCounter Code -->
<!-- <a class="clean counter" href="https://www.webfreecounter.com/" onclick="return false" target="_blank"><img src="https://www.webfreecounter.com/hit.php?id=geroonxf&nd=3&style=1" border="0" alt="hit counter"></a> -->
<!-- End of WebFreeCounter Code -->
<nav id="nav_top" class="top_counter">
<ul>
<li><a href="#intro" class="clean icon nav_icon solid fa-user anchor"><span>About Me</span></a></li>
<li><a id="go_to_work" href="#work" class="clean icon nav_icon solid fa-folder anchor"><span>My
Projects</span></a></li>
<li><a href="#footer" class="clean icon nav_icon solid fa-envelope "><span>Contact Me</span></a>
</li>
<li><a href="pdfs/cv.pdf" target="_blank" class="clean CV icon-resume"><span>Resume</span></a></li>
</ul>
</nav>
<div id="navi">
<ul>
<li><a href="#intro" class="clean icon nav_icon solid fa-user"><span>
<div>About Me</div>
</span></a></li>
<li><a href="#work" class="clean icon nav_icon solid fa-folder"><span>
<div>My Projects</div>
</span></a></li>
<li><a href="#footer" class="clean icon nav_icon solid fa-envelope"><span>
<div>Contact Me</div>
</span></a></li>
<li><a href="pdfs/cv.pdf" target="_blank" class="clean CV icon-resume"><span>
<div>Resume</div>
</span></a></li>
</ul>
<span id="myspan"></span>
</div>
<div id="nav_up">
<a href="#header" class="clean icon nav_icon solid fa-angle-up"></a>
</div>
<span id="avatar"><img src="images/avatar_new_lowres.png" height="300" loading="lazy"> </span>
<h1 class='myname'>
Hi. My name is Tomi.
</h1>
<p>I'm a data scientist.</p>
</div>
<!-- Main -->
<div id="main" class="main">
<div id="intro">
<header class="major container medium">
<h6 class="intro">An enthusiastic data engineer with great interest in applied ML to solve new,
emerging problems. I often work on various, independent projects which requires me to be able to
quickly learn new technologies and apply them to real world problems. In current my role I
develop,
maintain and improve streaming data pipelines for IoT solutions, and further analyse the outputs
to get an insight into the data collected. Furthermore, I usually participate in various ad-hoc
side projects
where data science and ML skills are essential to tackle the problems in hand.
</h6>
</header>
<header class="major container timelineheader">
<h5 class="nutshell">my journey in a nutshell</h5>
<div class="timelinescroll">
<img class="timeline" src="images/mytimeline.svg" loading="lazy" width="100%">
</div>
</header>
<div id="home" class=" container">
<!-- <header>
<h2>Let me introduce myself...</h2>
</header> -->
<section>
<div id="skills" class="skills_content">
<div>
<h3 class='hardskills'>
Technical skills
</h3>
</div>
<div class="columns is-centered hide_when_big">
<div id="programming" class="column ">
<div class="skill_icon"><img src="images/coding.svg" height="50px" loading="lazy">
</div>
<h4>Programming</h4>
</div>
<div class="column border_left proficient">
<h5><i>PROFICIENT</i></h5>
<ul class="default">
<li>Python</li>
<li>SQL</li>
<li>KQL (Kusto)</li>
<li>RegEx</li>
<li>Matlab</li>
<li>R</li>
<li>LaTeX</li>
</ul>
</div>
<div class="column border_left familiar_rectangle">
<h5><i>FAMILIAR WITH</i></h5>
<ul class="default">
<li>NoSQL</li>
<li>HTML</li>
<li>jQuery</li>
<li>CSS</li>
</ul>
</div>
<div id="frameworks" class="column border_left">
<div class="skill_icon"><img src="images/decentralized.svg" height="50px"
loading="lazy"></div>
<h4>Dev Tools</h4>
</div>
<div class="column border_left proficient">
<h5><i>PROFICIENT</i></h5>
<ul class="default">
<li>PyTorch</li>
<li>Numpy</li>
<li>Pandas</li>
<li>Databricks, PySpark</li>
<li>Azure: IoT Hub, Logic Apps, ADX</li>
<li>spaCy</li>
<li>Seaborn</li>
<li>Matplotlib</li>
<li>PowerBI backend</li>
<li>Web scraping, Selenium</li>
<li>Azure cloud services</li>
</ul>
</div>
<div class="column border_left familiar_rectangle">
<h5><i>FAMILIAR WITH</i></h5>
<ul class="default">
<li>TensorFlow</li>
<li>Azure Synapse Analytics</li>
<li>Keras</li>
<li>Scikit-learn</li>
<li>openCV</li>
<li>SciPy</li>
<li>Tableau, PBI</li>
<li>NLTK</li>
<li>SSIS, SSMS</li>
</ul>
</div>
<div id="concepts" class="column border_left">
<div class="skill_icon"><img src="images/concepts2.svg" height="50px"
loading="lazy"></div>
<h4>Concepts</h4>
</div>
<div class="column border_left proficient">
<h5><i>PROFICIENT</i></h5>
<ul class="default">
<li>Neural Networks</li>
<li>Deep learning</li>
<li>IoT</li>
<li>ETL</li>
<li>Cloud Computing</li>
<li>Big Data</li>
<li>Convolutional NN</li>
<li>Semantic Segmentation</li>
<li>Audio source separation</li>
<li>Natural Language Processing</li>
</ul>
</div>
<div class="column border_left familiar_rounded">
<h5><i>FAMILIAR WITH</i></h5>
<ul class="default">
<li>Meta-learning</li>
<li>Sequence models</li>
<li>Support Vector Machines</li>
<li>Generative Adversarial Networks</li>
<li>Shallow learning</li>
<li>Confidence Interval</li>
<li>Principal Component Analysis</li>
</ul>
</div>
</div>
<div class="hide_when_small">
<div class="columns is-centered ">
<div id="programming" class="column ">
<div class="skill_icon"><img src="images/coding.svg" height="50px"
loading="lazy"></div>
<h4>Programming</h4>
</div>
<div id="frameworks" class="column border_left">
<div class="skill_icon"><img src="images/decentralized.svg" height="50px"
loading="lazy"></div>
<h4>Dev Tools</h4>
</div>
<div id="concepts" class="column border_left">
<div class="skill_icon"><img src="images/concepts2.svg" height="50px"
loading="lazy"></div>
<h4>Concepts</h4>
</div>
</div>
<div class="columns is-centered ">
<div class="column category_proficient hide_when_small">
<h5><i>proficient</i></h5>
</div>
<div class="column proficient ">
<ul class="default">
<li>Python</li>
<li>SQL</li>
<li>KQL (Kusto)</li>
<li>RegEx</li>
<li>Matlab</li>
<li>R</li>
<li>LaTeX</li>
</ul>
</div>
<div class="column border_left proficient ">
<ul class="default">
<li>PyTorch</li>
<li>Numpy</li>
<li>Pandas</li>
<li>Databricks, PySpark</li>
<li>Azure: IoT Hub, Logic Apps, ADX</li>
<li>spaCy</li>
<li>Seaborn</li>
<li>Matplotlib</li>
<li>PowerBI backend</li>
<li>Web scraping, Selenium</li>
<li>Azure cloud services</li>
</ul>
</div>
<div class="column border_left proficient ">
<ul class="default">
<li>Neural Networks</li>
<li>Deep learning</li>
<li>IoT</li>
<li>ETL</li>
<li>Cloud Computing</li>
<li>Big Data</li>
<li>Convolutional NN</li>
<li>Semantic Segmentation</li>
<li>Audio source separation</li>
<li>Natural Language Processing</li>
</ul>
</div>
</div>
<div class="columns is-centered familiar_bottomrightcorner">
<div class="column category_familiar hide_when_small">
<h5><i>familiar with</i></h5>
</div>
<div class="column">
<ul class="default">
<li>NoSQL</li>
<li>HTML</li>
<li>jQuery</li>
<li>CSS</li>
</ul>
</div>
<div class="column border_left">
<ul class="default">
<li>TensorFlow</li>
<li>Azure Synapse Analytics</li>
<li>Keras</li>
<li>Scikit-learn</li>
<li>openCV</li>
<li>SciPy</li>
<li>Tableau, PBI</li>
<li>NLTK</li>
<li>SSIS, SSMS</li>
</ul>
</div>
<div class="column border_left">
<ul class="default">
<li>Meta-learning</li>
<li>Sequence models</li>
<li>Support Vector Machines</li>
<li>Generative Adversarial Networks</li>
<li>Shallow learning</li>
<li>Confidence Interval</li>
<li>Principal Component Analysis</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<section>
<div class="skills_content">
<div>
<h3 class='hardskills'>Technical Experience</h3>
</div>
<div class="columns is-centered">
<div class="column">
<div class="skill_icon"><img src="images/work.svg" height="50px" loading="lazy">
</div>
<h4>Work</h4>
<div id="botpad" class="in_column">
<h5>IoT Data Engineer</h5>
<h6>Oct 2022 – present</h6>
<h6><a href="https://www.linkedin.com/company/ifua-horvath-partners/"
target="_blank">IFUA Horváth</a></h6>
<!-- We provide end-to-end IoT solutions for businesses, starting from the
installation of sensors through the streaming, collection and analysis of data
till the output of meaningful business value, such as possible energy saving
opportunities. My job is to create, maintain, and improve IoT data pipelines in
Azure cloud environment for our clients, plus analyse historical data when
possible via ML. In addition, I occasionally develop ETL processes and backend
data models for BI visualisation purposes. -->
<li class="list_item_padding">Plan, create, manage and maintain end-to-end IoT data pipelines in Azure using IoT Hub, Azure Data Explorer, DataLakes, Logic Apps, Synapse </li>
<li class="list_item_padding">Analyse historical data from IoT devices to identify outliers, correlations and energysaving opportunities for clients in Databricks using Python and PySpark</li>
<li class="list_item_padding">Develop ETL processes (SSIS, SSMS, SQL) and backend data models in PBI</li>
<li class="list_item_padding">Developed analytical tools in Python for domain experts</li>
<li class="list_item_padding">Regularly research novel IoT techniques and advances</li>
</div>
<div id="botpad" class="in_column">
<h5>Data Engineer (freelancing)</h5>
<h6>2022, 6 months</h6>
<h6><a href="https://www.linkedin.com/company/neuron-solutions/"
target="_blank">Neuron Solutions</a></h6>
<!-- I joined the Neuron Solutions ML team on 2 different projects: an image based
fault detection model on a production line, where I did data analysis/EDA to
evaluate the deep neural network's performance and propose possible improvements
to the model, and another pilot project in which we used NLP (SpaCy, NLTK) to
prepare medical data and train baseline models for lung tumor stage prediction. -->
<li class="list_item_padding">Carried out image based fault detection model inferences, EDA, and performance analysis and evaluation to improve the ML model</li>
<li class="list_item_padding">Using Pandas, SpaCy, NER and regex extracted information from medical text data to prepare it for ML training purposes to predict lung tumor stages</li>
</div>
<div id="botpad" class="in_column">
<h5>IoT developer (Junior)</h5>
<h6>Dec 2021 – Oct 2022</h6>
<h6><a href="https://www.linkedin.com/company/ifua-horvath-partners/"
target="_blank">IFUA Horváth</a></h6>
Being a developer in the IoT (Internet of Things) section within the Enterprise
Analytics group, I am
participating in a range of projects involving data science, cloud computing,
big data, live data and
machine learning, as well as carrying out research on novel ML and IoT
techniques
and advances.
</div>
<div id="botpad" class="in_column">
<h5>NLP engineer</h5>
<h6>Sep, 2021</h6>
<h6><a href="https://hackerintro.com/" target="_blank">Hackerintro</a></h6>
Using spaCy we built a rule-based model and trained a custom NER statistical
model
to detect the name of individuals along with their IT related
skills in CVs / resumes.
</div>
<div id="botpad" class="in_column">
<h5>Data Science Intern</h5>
<h6>Aug – Sep, 2017</h6>
<h6><a href="https://www.linkedin.com/company/ifua-horvath-partners/"
target="_blank">IFUA Horváth</a></h6>
My task in the Data Science team was to identify numerous customer behaviours
based on a large amount of customer data from an oil and gas company using
k-means clustering and various data analysis and ML techniques in Python.
</div>
<div id="botpad" class="in_column">
<h5>Engineer Intern</h5>
<h6>Aug, 2015</h6>
<h6><a href="https://www.linkedin.com/company/avm-konferenciatechnika-kft/about/"
target="_blank">AVM Konferenciatechnika Kft.</a></h6>
During my time at this company I learnt to solder different kinds of cables and
to assemble and install audiovisual systems e.g. into car salons or bank
branches.
</div>
</div>
<div class="column border_left">
<div class="skill_icon"><img src="images/coursework.svg" height="50px"
loading="lazy"></div>
<h4>Academic coursework</h4>
<div id="softskill_list" class="column courseworks">
<ul class="default in_column">
<a href="masters.html" target="_blank" class="clean link_class">
<h5>Master's final project</h5>
<h6>The extraction of musical instruments from bachata songs using
semantic segmentation for audio source separation</h6>
</a>
</ul>
<ul id="botpad" class="default in_column">
<h5>Computer Science</h5>
<li>
<h7 class='link_class'>Machine Learning
<span>
<a class='cw' target="_blank"
href="/projects/courseworks/ML/assignment.pdf">assignment</a><br>
<a class='cw' target="_blank"
href="/projects/courseworks/ML/report.pdf">report</a><br>
<a class='cw' target="_blank"
href="/projects/courseworks/ML/feedback.pdf">feedback</a><br>
<a class='cw'
href="/projects/courseworks/ML/code.zip">code.zip</a>
</span>
</h7>
</li>
<!-- <input type="checkbox" id="dd"> -->
<li>
<h7 class='link_class'>Artificial Intelligence
<span>
<a class='cw' target="_blank"
href="/projects/courseworks/AI/assignment.pdf">assignment</a><br>
<a class='cw' target="_blank"
href="/projects/courseworks/AI/report.pdf">report</a><br>
<a class='cw' target="_blank"
href="/projects/courseworks/AI/feedback.pdf">feedback</a><br>
<a class='cw'
href="/projects/courseworks/AI/code.zip">code.zip</a>
</span>
</h7>
</li>
<li>
<h7 class='link_class'>Databases (DBMS, SQL, ER)
<span>
<a target="_blank"
href="/projects/courseworks/databases/SQL queries.pdf">SQL
queries</a>
</span>
</h7>
</li>
<li>
<h7 class='link_class'>Advanced Databases (EER, XPath, XQuery)
<span>
<a target="_blank"
href="/projects/courseworks/adv databases/assignment.pdf">assignment</a><br>
<a target="_blank"
href="/projects/courseworks/adv databases/report.pdf">report</a><br>
<a target="_blank"
href="/projects/courseworks/adv databases/feedback.pdf">feedback</a>
</span>
</h7>
</li>
<li>
<h7 class='link_class'>Image Processing
<span>
<a target="_blank"
href="/projects/courseworks/IP/assignment.pdf">assignment</a><br>
<a target="_blank"
href="/projects/courseworks/IP/feedback.pdf">feedback</a><br>
<a href="/projects/courseworks/IP/code.zip">code.zip</a>
</span>
</h7>
</li>
<li>
<h7 class='link_class'>Computer Vision
<span>
<a target="_blank"
href="/projects/courseworks/compvis/assingment.pdf">assignment</a><br>
<a
href="/projects/courseworks/compvis/results.zip">results</a><br>
<a target="_blank"
href="/projects/courseworks/compvis/feedback.pdf">feedback</a><br>
<a href="/projects/courseworks/compvis/code.zip">code.zip</a>
</span>
</h7>
</li>
<li>
<h7 class="link_class">Advanced Computer Vision (openCV, VO)
<span>
<a target="_blank"
href="/projects/courseworks/adv compvis/assignment.pdf">assignment</a><br>
<a target="_blank"
href="/projects/courseworks/adv compvis/report.pdf">report</a><br>
<a target="_blank"
href="/projects/courseworks/adv compvis/demo.m4v">demo</a><br>
<a target="_blank"
href="/projects/courseworks/adv compvis/feedback.pdf">feedback</a><br>
<a
href="/projects/courseworks/adv compvis/code.zip">code.zip</a>
</span>
</h7>
</li>
<li>
<h7 class="link_class">Semantic Web (SPARQL, RDF)
<span>
<a target="_blank"
href="/projects/courseworks/semweb/assignment.pdf">assignment</a><br>
<a target="_blank"
href="/projects/courseworks/semweb/report.pdf">report</a>
</span>
</h7>
</li>
<li>
<h7 class="link_class">Visualisation
<span>
<a target="_blank"
href="/projects/courseworks/vis/assignment.pdf">assignment</a><br>
<a target="_blank"
href="/projects/courseworks/vis/report.pdf">report</a><br>
<a target="_blank"
href="/projects/courseworks/vis/feedback.pdf">feedback</a><br>
<a href="/projects/courseworks/vis/code.zip">code.zip</a>
</span>
</h7>
</li>
<li>
<h7 class="link_class">Optimisation
<span>
<a target="_blank"
href="/projects/courseworks/optimisation/assignment.pdf">assignment</a><br>
<a target="_blank"
href="/projects/courseworks/optimisation/report.pdf">report</a><br>
<a target="_blank"
href="/projects/courseworks/optimisation/feedback.pdf">feedback</a><br>
<a
href="/projects/courseworks/optimisation/code.zip">code.zip</a>
</span>
</h7>
</li>
</ul>
<ul class="default in_column ">
<h5>Mathematics</h5>
<li>Statistical Concepts</li>
<li>Statistical Methods</li>
<li>Probability</li>
<li>Calculus</li>
<li>Linear Algebra</li>
<li>Stochastic Processes</li>
<li>
<h7 class="link_class">Mathematical Modelling
<span>
<a
href="/projects/courseworks/MM/assignment.zip">assignments</a><br>
<a href="/projects/courseworks/MM/report.zip">reports</a><br>
<a href="/projects/courseworks/MM/code.zip">code.zip</a>
</span>
</h7>
</li>
<li>Mathematical Finance</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<section>
<div class="skills_content">
<div>
<h3 class='hardskills'>Education & Certifications</h3>
</div>
<div class="columns is-centered">
<div id="botpad" class="column">
<div class="skill_icon"><img src="images/uni.svg" height="50px" loading="lazy">
</div>
<h4>Academic</h4>
<h5>MSci 2.1, Durham university, UK</h5>
<h6>2015 – 2020</h6>
<a href="pdfs/graduation_letter.pdf" target="_blank">Master in Science in Natural
Sciences<br>
Computer Science and Mathematics<br>
Class II Division 1 with Honours</a>
<div class="courses_line"></div>
<h5>Milestone Institute</h5>
<h6>2014-2015</h6>
<p class="sidepad">The institute gathers talented hungarians from secondary schools and prepares
them to study at the top universities of the world, introducing them to foreign
university systems (e.g. UK), provides extracurricular classes beyond those
taught in secondary schools, mentorship, student clubs, and opportunities to
grow both personally and professionally before, during, and after attending
university.</p>
</div>
<div class="column border_left">
<div class="skill_icon"><img src="images/online.svg" height="50px" loading="lazy">
</div>
<h4>Online</h4>
<ul class="default">
<!-- <div class="courses_line"></div> -->
<h5>Coursera</h5>
<h6>2022</h6>
<li>
<a class="courses"
href="pdfs/azure fundamentals/Coursera Azure Fundamentals.pdf"
target="_blank"> AZURE FUNDAMENTALS SPECIALISATION AZ-900</a>
</li>
<ul class=" courses">
<li>•<a href="pdfs/azure fundamentals/Coursera Azure Cloud Services.pdf"
target="_blank">Azure Cloud Services</a></li>
<li>•<a href="pdfs/azure fundamentals/Coursera Management Tools and Security.pdf"
target="_blank">Azure Management and Security</a></li>
<li>•<a href="pdfs/azure fundamentals/Coursera Services and Lifecycles.pdf"
target="_blank">Azure Services and Lifecycles</a></li>
<li>•<a href="pdfs/azure fundamentals/Coursera Preparing for the AZ-900.pdf"
target="_blank">Preparing for the AZ-900</a></li>
</ul>
<div class="courses_line"></div>
<h5>Coursera / deeplearning.ai</h5>
<h6>2021</h6>
<li><a href="pdfs/deeplearning/Coursera DL spec.pdf" target="_blank">DEEP
LEARNING
SPECIALISATION </a></li>
<ul class=" courses">
<li>•<a href="pdfs/deeplearning/Coursera NN and DL.pdf"
target="_blank">Neural
Networks
and Deep Learning</a></li>
<li>•<a href="pdfs/deeplearning/Coursera improving DNNs.pdf"
target="_blank">Improving
Deep Neural Networks</a></li>
<li>•<a href="pdfs/deeplearning/Coursera structuring ml projects.pdf"
target="_blank">Structuring Machine Learning Projects</a></li>
<li>•<a href="pdfs/deeplearning/Coursera CNNs.pdf"
target="_blank">Convolutional
Neural
Networks</a></li>
<li>•<a href="pdfs/deeplearning/Coursera RNNs.pdf" target="_blank">Sequence
Models</a>
</li>
</ul>
<div class="courses_line"></div>
<li><a href="pdfs/Create Machine Learning Models in Azure.pdf"
target="_blank">Create Machine Learning Models in Microsoft
Azure</a></li>
<div class="courses_line"></div>
<li>Machine Learning — Andrew Ng</li>
</ul>
</div>
</div>
</div>
</section>
<section>
<div class="skills_content">
<div class="iconimage">
<div class="skill_icon"><img src="images/achievements.svg" height="50px" loading="lazy">
</div>
<h3 class='hardskills'>Achievements & Conferences</h3>
</div>
<div class="sidepad">
<h5> Guest lecturer: Introduction to AI and ML + use cases </h5>
<h6>2022, Corvinus University, Business IT club</h6>
<ul class="default sidepad ">
<li>We held a lecture to university students about machine learning and its
applications, explaining the difference
between AI, ML, and deep learning, the different concepts
regarding them, and how they are structured. Moreover, we even touched upon
the different algorithms behind machine and deep learning, and the
fields they are applied in. To sum up, we presented some real life
examples that solidified everything taught.</li>
</ul>
</div>
<div class="sidepad">
<h5 class="line"> Presentation of our IoT solutions</h5>
<h6>2022, Budapest, IoT Live Show by Yettel</h6>
<ul class="default sidepad ">
<li>Presenting our own IoT solutions and possible ideas for future projects
plus use cases in various industries (e.g. retail), for example via a live demo
and camera to
track eye gazing point and describe the physical traits of the "customers".
</li>
</ul>
</div>
<div class="sidepad">
<h5 class="line">Data+AI Summit (by Databricks)</h5>
<h6>2022, online</h6>
<ul class="default sidepad ">
<li>
Data Analysis with Databricks SQL training course
</li>
</ul>
</div>
<div class="sidepad">
<h5 class="line">Data Innovation Summit</h5>
<h6>2022, online</h6>
</div>
<div class="sidepad">
<h5 class="line">Reinforce Conference</h5>
<h6>2022, Budapest</h6>
</div>
<div id="botpad"></div>
</div>
</section>
<section>
<div id="extracurricular" class="skills_content">
<div class="iconimage">
<div class="skill_icon"><img src="images/softskills.svg" height="50px" loading="lazy">
</div>
<h3 class='hardskills'>Extracurricular activities <br>& Interpersonal skills</h3>
</div>
<div id="softskill_list">
<div class="columns-bg">
<div class="column_2 bg-latinsoda">
</div>
<div class="column">
<h5>Founder and President of Latin Social Dance Society</h5>
<h6>2017 – 2019, Durham University</h6>
<ul class="default nulpad list_">
<li>Leadership</li>
<li>Teamwork</li>
<li>Collaboration skills</li>
<li>Organisational skills</li>
<li>Time management</li>
<li>Public speaking</li>
<li>Management skills</li>
<li>Creative & critical thinking</li>
</ul>
</div>
<div class="column_2 bg-latinsoda2">
</div>
</div>
<div class="line"></div>
<div class=" columns-bg">
<div class="column_2 bg-latindance">
</div>
<div class="column" padding-bottom="0px">
<h5>Latin dance instructor</h5>
<h6>2016 – present</h6>
<ul class="default nulpad list_">
<li>Public speaking</li>
<li>Effective communication</li>
<li>Teaching and explanation skills</li>
</ul>
</div>
<div class="column_2 bg-latindance2">
</div>
</div>
<div class="sidepad">
<h5 class="line">European Solidarity Corps volunteer</h5>
<h6>2020 – 2021, Asociación Las Niñas del Tul, Granada</h6>
<ul class="default nulpad">
<li>We organised and ran Erasmus+ projects for young people locally, nationally
and internationally across Europe to bring cultures and knowledge together,
furthermore to educate the youth using non-formal and informal methods. Such
projects were youth exchanges, training courses, seminars, transnational
meetings, etc...</li>
</ul>
<img class="erasmus" src="images/erasmus+.jpg" loading="lazy">
</div>
<div class="sidepad">
<h5 class="line">Active Societies Representative</h5>
<h6>2018 – 2019, Durham Students' Union</h6>
<ul class="default nulpad list_">
<li>making sure active societies' voice was heard and considered by the
Students' Union</li>
<li>organising occasional gatherings and events for active societies</li>
</ul>
</div>
<div class="sidepad">
<h5 class="line">Treasurer and Social Secretary</h5>
<h6>2016 – 2017, Collingwood College Basketball Club, Durham University</h6>
<ul class="default nulpad list_">
<li>taking care of the club's finance and managing its spendings</li>
<li>organising social events for club members</li>
</ul>
</div>
<div class="sidepad">
<h5 class="line">Hotel entertainer / animator</h5>
<h6>2019 Aug – Sep, Hotel Gran Castillo Tagoro (Lanzarote), Acttiv</h6>
<ul class="default nulpad list_">
<li>organising and leading programs for kids and adults</li>
<li>public speaking (e.g. at evening shows)</li>
<li>working in a team of 15 entertainers</li>
<li>communicating with clients</li>
</ul>
</div>
<div class="sidepad">
<h5 class="line">Languages</h5>
<ul id="botpad" class="default">
<li>English • Hungarian • Spanish</li>
</ul>
</div>
</div>
</div>
</section>
<section>
<div class="skills_content">
<div class="about_me">
<div class="skill_icon"><img src="images/activities.svg" height="60px" loading="lazy">
</div>
<h4>
Interests
</h4>
</div>
<div id="freetime_list" class="column">
<ul class="default">
<li>Dancing</li>
<li>Basketball</li>
<li>Hiking</li>
<li>Skiing</li>
</ul>
</div>
</div>
</section>
</div>
</div>
<div id="work" class="box alt container">
<section class="feature left">
<a class=" clean image icon project_logo icon-stats">
<div class="project_image"><img class="image blur" src="images/coming soon smaller.png"
loading="lazy"></div>
</a>
<!-- <a href="#" class="clean"> -->
<div class="content">
<h3>Stock price prediction & classification</h3>
<p class="project_dates"><i>2021, private project</i></p>
<h6>Developing a statistical CNN model with various features (e.g. multiscale) to predict the
stock price movement of the next day of a given market based on the previous X days.</h6>
<p class="project_cat"><i>CNN / MCNN / PyTorch / stock / time series</i></p>
</div>
<!-- </a> -->
</section>
<section class="feature right">
<a class=" clean image icon project_logo icon-search">
<div class="project_image"><img class="image blur" src="images/skills_detection_2.png"
loading="lazy"></div>
</a>
<!-- <a href="#" class="clean"> -->
<div class="content">
<h3>Name and tech skills detection in CVs</h3>
<p class="project_dates"><i>2021, Hackerintro</i></p>
<h6>Using spaCy we built a rule-based model and trained a custom NER statistical
model
to detect the name of individuals along with their IT related
skills in CVs / resumes.</h6>
<p class="project_cat"><i>NLP / spaCy / Named Entity Recognition / NER</i></p>
</div>
<!-- </a> -->
</section>
<section class="feature left">
<a href="masters.html" target="_blank" class=" clean image icon project_logo icon-sound-waves">
<div class="project_image"><img class="image blur" src="images/POSTER_lowres.jpg"
loading="lazy">
</div>
</a>
<a href="masters.html" target="_blank" class="clean">
<div class="content link_class">
<h3>Master's final project</h3>
<p class="project_dates"><i>2020, Durham University</i></p>
<h6>The extraction of musical instruments from bachata songs using semantic segmentation for
audio source separation</h6>
<p class="project_cat"><i>CNN / Semantic Segmentation / Meta-learning / Signal Processing /
STFT / PyTorch</i></p>
<h6><i>click for demo</i></h6>
</div>
</a>
</section>
</div>
</div>
<!-- Footer -->
<div id="footer">
<header class="major container medium last">
<!-- <h2>some motivational / intro stuff here</h2> -->
<ul class="icons">
<li><a href="mailto:[email protected]">
<div class="icon solid fas fa-at"></div>
<div class="contact_footer">[email protected]</div>
</a></li>
<li><a href="https://www.linkedin.com/in/tomilles/" target="_blank">
<div class="icon brands fab fa-linkedin-in"></div>
<div class="contact_footer">linkedin.com/in/tomilles</div>
</a></li>
<!-- <li><a href="https://github.com/tomilles" target="_blank">
<div class="icon brands fa-github"></div>
<div class="contact_footer">github.com/tomilles</div>
</a></li>
<li><a href="https://www.kaggle.com/tomilles" target="_blank">
<div class="icon brands fab fa-kaggle"></div>
<div class="contact_footer">kaggle.com/tomilles</div>
</a></li> -->
</ul>
</header>
</div>
</div>
<!-- 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>
<script src="assets/js/jquery.scrollex.min.js"></script>
<script src="assets/js/jquery.scrolly.min.js"></script>
</body>
</html>