-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathconfig.yaml
477 lines (388 loc) · 16.4 KB
/
config.yaml
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
baseURL: "https://fatihemreozturk.netlify.app/"
languageCode: "en-us"
title: "feo"
theme: "hugo-profile"
outputs:
home:
- "HTML"
- "RSS"
- "JSON"
page:
- "HTML"
- "RSS"
Paginate: 3
enableRobotsTXT: true
# disqusShortname: your-disqus-shortname
# googleAnalytics: G-MEASUREMENT_ID
markup:
goldmark:
renderer:
unsafe: true
Menus:
main:
- identifier: blog
name: Blog
title: Blog posts
url: /blogs
weight: 1
#Dropdown menu
# - identifier: dropdown
# title: Example dropdown menu
# name: Dropdown
# weight: 3
# - identifier: dropdown1
# title: example dropdown 1
# name: example 1
# url: /#
# parent: dropdown
# weight: 1
# - identifier: dropdown2
# title: example dropdown 2
# name: example 2
# url: /#
# parent: dropdown
# weight: 2
params:
title: "Fatih Emre Ozturk"
description: feo's personal website
# staticPath: "" # The path to serve the static files from
favicon: "/images/feopp.jpeg"
# Whether to serve bootstrap css and js files from CDN or not. Can be set to true, "css" or "js" to choose between
# serving both, only the css, or only the js files through the CDN. Any other value will make so that CDN is not used.
# Note the lack of "" in true, it should be of boolean type.
useBootstrapCDN: false
# If you want to load dynamically responsive images from Cloudinary
# This requires your images to be uploaded + hosted on Cloudinary
# Uncomment and change YOUR_CLOUD_NAME to the Cloud Name in your Cloudinary console
# cloudinary_cloud_name: "YOUR_CLOUD_NAME"
# Whether the fade animations on the home page will be enabled
animate: true
theme:
# disableThemeToggle: true
# defaultTheme: "light" # dark
font:
fontSize: 1rem # default: 1rem
fontWeight: 400 # default: 400
lineHeight: 1.5 # default: 1.5
textAlign: left # default: left
# color preference
# color:
# textColor:
# secondaryTextColor:
# backgroundColor:
# secondaryBackgroundColor:
# primaryColor:
# secondaryColor:
# darkmode:
# textColor:
# secondaryTextColor:
# backgroundColor:
# secondaryBackgroundColor:
# primaryColor:
# secondaryColor:
# If you want to customize the menu, you can change it here
navbar:
align: ms-auto # Left: ms-auto | center: mx-auto | right: me-auto | Default: ms-auto
# brandLogo: "/logo.png" # Logo for the brand | default is the favicon variable
# showBrandLogo: false # Show brand logo in nav bar | default is true
brandName: "Fatih Emre Ozturk" # Brand name for the brand | default is the title variable
disableSearch: false
# searchPlaceholder: "Search"
menus:
disableAbout: false
disableExperience: false
disableEducation: false
disableProjects: false
disableAchievements: false
disableContact: false
# Hero
hero:
enable: true
intro: "Hi, my name is"
title: "Fatih Emre Ozturk."
subtitle: "I'm a Data Scientist"
image: /images/feopp.jpeg
bottomImage:
enable: true
# roundImage: true # Make hero image circular | default false
button:
enable: true
name: "Resume"
url: "#"
download: true
newPage: false
socialLinks:
fontAwesomeIcons:
- icon: fab fa-github
url: https://github.com/ozturkfemre
- icon: fab fa-linkedin
url: https://www.linkedin.com/in/ozturkfemre/
- icon: fab fa-medium
url: https://medium.com/@ozturkfemre
# About
about:
enable: true
title: "About Me"
image: "/images/feopp.jpeg"
content: |-
Hello there! I'm Fatih Emre Öztürk, a data wizard in the enchanting world of data science (or let's say, a bit of an R guru and a bit of a data bender). My title says Data Scientist, but I'm a rookie in terms of previous experience. However, my educational journey has been quite magical.
After waltzing with philosophy at Bilkent University, I decided to embark on a thrilling adventure of pursuing a master's degree in Data Science at Dokuz Eylül University. I got lost in the enchanting realms of Python and R, and befriended magical tools like SQL, JavaScript, Matlab, and Excel. I also have a surprisingly good rapport with Bash (I'm quite spellbound by the power of commands). I possess magical skills like machine learning, data analysis, and crafting ML pipelines.
During this enchanting journey, I've achieved some milestones. I completed my studies at Dokuz Eylül University with High Honor (no magic hat required!). Oh, and I have a passion for writing too—I've penned down two novels (guess I can weave data into characters' lives as well).
Among my passions, you'll find me indulging in science fiction and fantasy books, movies, and series (I might be a bit of a geek). Additionally, I have a special interest in ethical issues related to AI—tackling the moral quandaries of artificial intelligence is right up my alley (I prefer embracing AI with a friendly approach instead of pushing its limits). If you ever get lost in the data realm, I can transform into a magical source of R!
As for my professional goals, I aspire to develop algorithms that empower individuals and organizations to make better decisions, contributing to the advancement of AI and machine learning. I also aim to make our enchanting world more accessible by creating open-source resources alongside R and Python packages.
Among my magical language skills, I possess English (at a professional working proficiency) and I can also converse in beginner-level French (Bonjour, ça va?). And of course, my native tongue is the enchanting Turkish!
If you're up for a magical adventure in the world of data, feel free to reach out in a magically enchanting way! Remember, let the data be with you!"
------------------------------------------------------------------------
### EDUCATION
##### Master of Science in Data Science | Dokuz Eylul University, İzmir/Turkey
###### Department of Statistics | Advisor: Neslihan Demirel
###### Feb 2022 — Aug 2023
##### Bachelor in Philosophy | Bilkent University, Ankara/Turkey
###### Department of Philosophy | Advisor: Bill Wringe
###### Sep 2012 — Jan 2019
------------------------------------------------------------------------
### EXPERIENCE
##### Data Scientist at FinancialPredictionAI
###### April 2024 — Still
###### Remote
##### Subtitle Editor/Translator at Private Contractor
###### Sep 2021 — Feb 2022
###### Remote
------------------------------------------------------------------------
### SKILLS
##### Programming:
- Python
- R
- Sql
- Bash
- Git
- Google Sheets
- JavaScript
##### Documentation:
- Microsoft PowerPoint
- Microsoft Word
- Markdown
- Obsidian
- Google Docs
- Google Slides
##### Data Management:
- MongoDB
- DBBrowser
##### Statistical Analysis:
- A/B Tests
- RFM
- KPIs
- Hypothesis Testing
- Anomaly Detection
- Ethics and Privacy Awareness
- Pandas(Python)
- Numpy(Python)
- Tidyverse(R)
- d3(JavaScript)
- Financial Analysis
##### Machine Learning:
- Regression
- Classification
- Clustering
- Artificial Neural Networks
- Tensorflow(Python)
- Sklearn(Python)
- PyTorch(Python)
##### Data Visualization/Storytelling:
- Matplotlib(Python)
- Seaborn(Python)
- Plotnine(Python)
- Plotly(Python)
- GGplot(R)
- Shiny(R)
##### Soft Skills:
- Identifying & Solving Problems
- Researching
- Mentoring/Supervising
- Report Writing
- Project Management
- Attention to Details
- Workflow Development
------------------------------------------------------------------------
### LANGUAGES
- **Turkish:** *Native*
- **English:** *IELTS 7.0*
- **French:** *Beginner*
------------------------------------------------------------------------
#### Conference Workshops
- Lessons for Designing Scalable and Maintainable Shiny Apps \| useR! Jun 2022
- Introduction to Git and Github \| useR! Jun 2022
- Regression Modelling Strategies \| useR Jun 2022
------------------------------------------------------------------------
### ACADEMIC SERVICE
- Artificial Intelligence Symposium \| Mar 2015 \| Organizing Committee Member of the Bilkent University Philosophy Society
- DSM 5008 Unsupervised Statistical Learning Course \| May 24, 2023 \| Guest Lecturer | Dokuz Eylul University
------------------------------------------------------------------------
### CONFERENCES
- Oral talk titled "Comparison of the methods to determine the optimal number of clusters" \| Dec 2, 2022 \| Dokuz Eylul University International Graduate Research Symposium
- Participation \| Jun 20-23, 2022 \| Virtual \| useR! 2022
------------------------------------------------------------------------
### AWARDS
- Full Scholarship 2012-2019 Bilkent University
- Honor, 2014 Bilkent University
- Honor, 2014 Bilkent University
- High Honor, 2022 Dokuz Eylul University
- High Honor, 2023 Dokuz Eylul University
------------------------------------------------------------------------
### PUBLICATIONS
Öztürk, F. E. and Demirel, N. (2023). Comparison of the methods to determine optimal number of clusters. Veri Bilimi Derg 6 (1) , 34-45
------------------------------------------------------------------------
### Technical Training:
##### University courses
- Calculus I & Calculus II \| Sep 2013 & Jan 2014
- Introduction to Computing and Programming \| Jan 2014
- Introduction to Probability and Statistics \| Jun 2014
- Python for Data Science \| Jan 2022
- Exploratory Data Analysis and Data Visualization \| Jan 2022
- Unsupervised Statistical Learning \| Jan 2022
- Supervised Statistical Learning \| Sep 2022
- R for Statistical Computing and Programming \| Sep 2022
- Probability and Statistics for Data Science \| Sep 2022
##### Online courses
- Python for Data Science and Artificial Intelligence \| Udemy\| Nov 2021
- Python for Data Science and Machine Learning Bootcamp \| Udemy \| Dec 2021
- Data Management with SQL for Social Scientists \| Data Carpentry \| Nov 2021
- Introduction to Geospatial Concepts \| Data Carpentry \| Jan 2022
- Introduction to R for Geospatial Data \| Data Carpentry \| Jan 2022
- Programming with Python \| Software Carpentry \| Nov 2021
- Programming with R \| Software Carpentry \| Nov 2021
- Version Control with Git \| Software Carpentry \| Dec 2021
------------------------------------------------------------------------
### INTERESTS
- Chess
- Reading and Watching Sci-fi
- Fitness
- Writing
- Collecting Playing Cards
- Game Development
education:
enable: false
# title: "Custom Name"
index: false
items:
- title: "Master of Science in Data Science"
school:
name: "Dokuz Eylul University, Izmir"
url: ""
date: "2022 - 2023"
- title: "Bachelor in Philosophy"
school:
name: "Bilkent University, Ankara"
url: ""
date: "2012 - 2019"
content:
# Experience
experience:
enable: false
# title: "Custom Name"
index: false
items:
- title: "Data Scientist"
school:
name: "Financial Preediction AI"
url: ""
date: "April 2024 - Still"
- title: "Subtitle Translator/Editor"
school:
name: "Private Contractor"
url: ""
date: "Sep 2021 - Feb 2022"
content:
# Achievements
training:
enable: false
# title: "Custom Name"
items:
- title: Google kickstart runner
content: I solved all problems with optimal solution.
url: https://example.com
- title: Facebook Hackathon Winner
content: Developed a product using Artificial Intelligence.
- title: Hugo Profile
content: Developed a theme and getting 1K+ downloads per month.
url: "https://github.com/gurusabarish/hugo-profile"
- title: Microsoft Imagine Runner
content: We are developed a product which can help others.
- title: Google Summer of Code
content: Contributed to a open source project.
url: https://example.com
# projects
projects:
enable: true
# title: "Custom Name"
items:
- title: Comparison of the methods to determine optimal number of clusters
content: In this project, I compared the methods to determine optimal number of clusters(Average Silhouette, Calinski-Harabasz, Davies-Bouldin, and Dunn Index) on nine different data sets. I tested which method works better in which cases and for which types of data sets they fail. This study was published in 'Veri Bilimi', a national peer-reviewed journal.
image: /images/projects/clustering.png
links:
- icon: fab fa-github
url: https://github.com/ozturkfemre/optimal_k
- title: One Piece Bounties
content: With this app, you can dive deep into the bounties of all 199 characters straight from the hallowed pages of the One Piece manga. But wait, there's more! You can also sort them by bounties and categorize by the crews they sail with.
image: /images/projects/op.jpg
featured:
name: app
link: https://ozturkfemre.shinyapps.io/OnePieceBounties/
links:
- icon: fab fa-github
url: https://github.com/ozturkfemre/OnePiece
- title: Unsupervised Learning with feo
content: In this project, I covered topics that every data wizard should know about Unsupervised Learning, one of the most fundamental building blocks of machine learning.
image: /images/projects/ulwfeo.png
featured:
name: booklet
link: https://ozturkfemre.github.io/unsupervised_learning_with_feo/
links:
- icon: fab fa-github
url: https://github.com/ozturkfemre/unsupervised_learning_with_feo
- title: Examining Prefrontal Oxygenation Parameter in Migraine Classification
content: My tasks included data cleaning, feature extraction, feature reduction, and building machine learning pipelines. We carried out this study in coordination with the Department of Statistics and the Department of Biophysics at Dokuz Eylul University.
image: /images/projects/migraine.png
image:
featured:
name:
link:
#Contact
contact:
enable: true
# title: "Custom Name"
content: My inbox is always open. Whether you have a question or just want to say hi, I’ll try my best to get back to you!
email: ozturkfemre@gmail.com
btnName: Mail me
# formspree:
# enable: true # `contact.email` value will be ignored
# formId: abcdefgh # Take it from your form's endpoint, like 'https://formspree.io/f/abcdefgh'
# emailCaption: "Enter your email address"
# messageCaption: "Enter your message here"
footer:
socialNetworks:
github: https://github.com/ozturkfemre
linkedin: https://www.linkedin.com/in/ozturkfemre/
twitter: https://twitter.com/ozturkfemre
instagram: https://instagram.com/ozturkfemre
# List pages like blogs and posts
listPages:
disableFeaturedImage: false
# Single pages like blog and post
singlePages:
readTime:
enable: true
content: "min read"
scrollprogress:
enable: true
# For translations
terms:
read: "Read"
toc: "Table Of Contents"
copyright: "All rights reserved"
pageNotFound: "Page not found"
emailText: "Check out this site"
datesFormat:
article: "Jan 2, 2006"
articleList: "Jan 2, 2006"
articleRecent: "Jan 2, 2006"