-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathindex.html
More file actions
659 lines (581 loc) · 24.8 KB
/
Copy pathindex.html
File metadata and controls
659 lines (581 loc) · 24.8 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
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
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Tiffany Tan | Data Scientist & AI</title>
<style>
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Helvetica Neue', Arial, sans-serif;
line-height: 1.5;
color: #e6edf3;
background-color: #0d1117;
}
.container {
max-width: 1000px;
margin: 0 auto;
background: #0d1117;
}
.header {
background-color: #161b22;
border-bottom: 1px solid #30363d;
padding: 2.5rem 2rem;
}
.header-content {
display: flex;
align-items: center;
gap: 2rem;
}
.profile-image {
width: 120px;
height: 120px;
border-radius: 50%;
background-color: #21262d;
border: 3px solid #30363d;
display: flex;
align-items: center;
justify-content: center;
font-size: 2.5rem;
font-weight: 600;
color: #58a6ff;
flex-shrink: 0;
}
.profile-section {
flex: 1;
}
.name {
font-family: Georgia, 'Times New Roman', Times, serif;
font-size: 2rem;
font-weight: 600;
color: #f0f6fc;
margin-bottom: 0.4rem;
letter-spacing: -0.01em;
}
.title {
font-size: 1.1rem;
color: #8b949e;
margin-bottom: 1.2rem;
font-weight: 400;
}
.contact-info {
display: flex;
gap: 2rem;
flex-wrap: wrap;
}
.contact-link {
color: #58a6ff;
text-decoration: none;
font-size: 0.9rem;
font-weight: 500;
transition: color 0.2s ease;
display: inline-flex;
align-items: center;
gap: 0.5rem;
}
.contact-link:hover {
color: #79c0ff;
}
.contact-icon {
width: 16px;
height: 16px;
fill: currentColor;
}
.main-content {
padding: 2rem;
}
.section {
margin-bottom: 2.5rem;
}
.section-title {
font-size: 1.4rem;
font-weight: 600;
color: #f0f6fc;
margin-bottom: 1.2rem;
padding-bottom: 0.4rem;
border-bottom: 2px solid #21262d;
}
.about {
font-size: 1rem;
line-height: 1.6;
color: #e6edf3;
margin-bottom: 1.2rem;
}
.skills-container {
display: flex;
flex-wrap: wrap;
gap: 1.5rem;
}
.skill-group {
flex: 1;
min-width: 180px;
}
.skill-group h4 {
font-size: 0.85rem;
font-weight: 600;
color: #8b949e;
margin-bottom: 0.4rem;
text-transform: uppercase;
letter-spacing: 0.05em;
}
.skill-list {
color: #e6edf3;
font-size: 0.9rem;
line-height: 1.4;
}
.experience-item {
border: 1px solid #30363d;
border-radius: 6px;
padding: 1.5rem;
margin-bottom: 1.5rem;
background-color: #161b22;
}
.job-header {
margin-bottom: 1rem;
}
.job-title {
font-size: 1.1rem;
font-weight: 600;
color: #f0f6fc;
margin-bottom: 0.3rem;
}
.company-info {
color: #8b949e;
font-size: 0.9rem;
font-weight: 400;
}
.achievements {
list-style: none;
display: grid;
gap: 0.6rem;
}
.achievements li {
padding-left: 1.2rem;
position: relative;
color: #e6edf3;
font-size: 0.9rem;
line-height: 1.5;
}
.achievements li::before {
content: '•';
position: absolute;
left: 0;
color: #58a6ff;
font-weight: 600;
font-size: 1.1rem;
}
.job-title-company {
margin-bottom: 0.8rem;
}
.job-title-line {
font-size: 1.05rem;
color: #f0f6fc;
margin-bottom: 0.2rem;
}
.job-title-bold {
font-weight: 700;
}
.company-italic {
font-style: italic;
}
.project-image {
width: 100%;
max-width: 280px;
height: auto;
border-radius: 4px;
margin: 0.8rem 0;
border: 1px solid #30363d;
}
.projects-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(320px, 1fr));
gap: 1.5rem;
}
.project-card {
border: 1px solid #30363d;
border-radius: 6px;
padding: 0;
background: #161b22;
overflow: hidden;
}
.project-header {
background-color: #21262d;
border-bottom: 1px solid #30363d;
padding: 1.2rem;
}
.project-title {
font-size: 1.1rem;
font-weight: 600;
color: #f0f6fc;
margin-bottom: 0.3rem;
}
.project-subtitle {
color: #8b949e;
font-weight: 400;
font-size: 0.9rem;
}
.project-body {
padding: 1.2rem;
}
.project-description {
color: #e6edf3;
font-size: 0.9rem;
margin-bottom: 1rem;
line-height: 1.5;
}
.tech-stack {
margin: 1rem 0;
}
.tech-stack-label {
font-size: 0.75rem;
font-weight: 600;
color: #8b949e;
margin-bottom: 0.4rem;
text-transform: uppercase;
letter-spacing: 0.05em;
}
.tech-tags {
display: flex;
flex-wrap: wrap;
gap: 0.4rem;
}
.tech-tag {
background-color: #21262d;
color: #e6edf3;
padding: 0.25rem 0.6rem;
border-radius: 3px;
font-size: 0.75rem;
font-weight: 500;
border: 1px solid #30363d;
}
.project-link {
color: #58a6ff;
text-decoration: none;
font-size: 0.85rem;
font-weight: 600;
display: inline-flex;
align-items: center;
gap: 0.4rem;
transition: color 0.2s ease;
}
.project-link:hover {
color: #79c0ff;
}
.education-grid {
display: grid;
gap: 0.6rem;
}
.education-item {
display: grid;
grid-template-columns: 2fr 2fr 1fr;
gap: 1rem;
padding: 0.6rem 0;
border-bottom: 1px solid #21262d;
align-items: center;
}
.education-item:last-child {
border-bottom: none;
}
.degree {
font-weight: 600;
color: #f0f6fc;
font-size: 0.95rem;
}
.institution {
color: #8b949e;
font-size: 0.9rem;
}
.duration {
color: #8b949e;
font-size: 0.85rem;
}
.footer {
background-color: #161b22;
border-top: 1px solid #30363d;
padding: 2.5rem 2rem;
text-align: center;
margin-top: 2rem;
}
.footer h3 {
font-size: 1.2rem;
font-weight: 600;
color: #f0f6fc;
margin-bottom: 0.8rem;
}
.footer p {
color: #e6edf3;
margin-bottom: 1.2rem;
font-size: 0.95rem;
}
.seeking {
background: #0d1117;
border: 1px solid #30363d;
border-radius: 6px;
padding: 1rem;
margin-top: 1.2rem;
}
.seeking strong {
color: #f0f6fc;
}
/* Placeholder for headshot - replace with actual image */
.headshot {
width: 120px;
height: 120px;
border-radius: 50%;
object-fit: cover;
border: 3px solid #30363d;
flex-shrink: 0;
}
@media (max-width: 768px) {
.header-content {
flex-direction: column;
text-align: center;
}
.name {
font-size: 1.8rem;
}
.contact-info {
justify-content: center;
}
.skills-container {
flex-direction: column;
}
.projects-grid {
grid-template-columns: 1fr;
}
.education-item {
grid-template-columns: 1fr;
gap: 0.2rem;
}
}
</style>
</head>
<body>
<div class="container">
<header class="header">
<div class="header-content">
<!-- Replace this div with an actual img tag when you have a headshot -->
<img src="images/headshot.jpg" alt="Tiffany Tan" class="headshot">
<div class="profile-section">
<h1 class="name">Tiffany Tan</h1>
<p class="title">Data Scientist & AI Engineer</p>
<div class="contact-info">
<a href="https://linkedin.com/in/tiffanytan-gr" class="contact-link">
<svg class="contact-icon" viewBox="0 0 24 24">
<path d="M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433c-1.144 0-2.063-.926-2.063-2.065 0-1.138.92-2.063 2.063-2.063 1.14 0 2.064.925 2.064 2.063 0 1.139-.925 2.065-2.064 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z"/>
</svg>
LinkedIn
</a>
<a href="mailto:tiffanytan.gr@gmail.com" class="contact-link">
<svg class="contact-icon" viewBox="0 0 24 24">
<path d="M24 5.457v13.909c0 .904-.732 1.636-1.636 1.636h-3.819V11.73L12 16.64l-6.545-4.91v9.273H1.636A1.636 1.636 0 0 1 0 19.366V5.457c0-.904.732-1.636 1.636-1.636h.88l9.484 7.12 9.484-7.12h.88A1.636 1.636 0 0 1 24 5.457z"/>
</svg>
Email
</a>
<a href="https://medium.com/@tiffany.tgr" class="contact-link">
<svg class="contact-icon" viewBox="0 0 24 24">
<path d="M13.54 12a6.8 6.8 0 01-6.77 6.82A6.8 6.8 0 010 12a6.8 6.8 0 016.77-6.82A6.8 6.8 0 0113.54 12zM20.96 12c0 3.54-1.51 6.42-3.38 6.42-1.87 0-3.39-2.88-3.39-6.42s1.52-6.42 3.39-6.42 3.38 2.88 3.38 6.42M24 12c0 3.17-.53 5.75-1.19 5.75-.66 0-1.19-2.58-1.19-5.75s.53-5.75 1.19-5.75C23.47 6.25 24 8.83 24 12z"/>
</svg>
Medium
</a>
</div>
</div>
</div>
</header>
<main class="main-content">
<section class="section">
<h2 class="section-title">About</h2>
<p class="about">
Passionate about continuously learning and using AI to make a difference. I believe technology should empower us to focus on what we love. I’m currently pursuing my M.S. in AI at NTU while leading data science initiatives at Louis Dreyfus Company’s Singapore AI Hub—currently focused on building digital twins to optimize supply chain.
<br>Beyond work, I’m most alive in nature—running, cycling, or hiking. I enjoy meaningful conversations that spark new ideas. Always up for exploring AI, innovations, career and life thoughts, or simply exchanging stories and perspectives :)
</p>
</section>
<section class="section">
<h2 class="section-title">Technical Skills</h2>
<div class="skills-container">
<div class="skill-group">
<h4>Programming</h4>
<div class="skill-list">Python, SQL, R, Git</div>
</div>
<div class="skill-group">
<h4>AI/ML</h4>
<div class="skill-list">TensorFlow, PyTorch, OpenCV, Computer Vision, YOLO, NLP, Agentic AI, MLOps</div>
</div>
<div class="skill-group">
<h4>Cloud & Tools</h4>
<div class="skill-list">Azure ML, Power BI, Docker, Big Data (Spark)</div>
</div>
<div class="skill-group">
<h4>Business & Leadership</h4>
<div class="skill-list">Product Management, Empathy, Stakeholder Collaboration, AI Ethics</div>
</div>
</div>
</section>
<section class="section">
<h2 class="section-title">Professional Experience</h2>
<div class="experience-item">
<div class="job-title-company">
<div class="job-title-line">
<span class="job-title-bold">Data Scientist, Supply Chain, AI Hub</span>
<span class="company-italic">Louis Dreyfus Company (Jun 2025 – Present)</span>
</div>
</div>
<ul class="achievements">
<li>Lead product management for proprietary vessel tracking platform serving 1,000+ monthly active users across 20 countries, driving cross-platform adoption and AI feature integration</li>
<li>Part of the Singapore AI Hub, developing digital twin solutions to optimize global supply chain operations</li>
</ul>
</div>
<div class="experience-item">
<div class="job-title-company">
<div class="job-title-line">
<span class="job-title-bold">Assistant Manager, Data Scientist</span>
<span class="company-italic">SATS Ltd (Jan 2024 – Jun 2025)</span>
</div>
</div>
<ul class="achievements">
<li>Led a project for Cargo team to use Computer Vision to locate shipments within the Airfreight Terminal. Use YOLO for Object Detection of shipments and OCR to for identification. Reduced missing shipments from 200 to less than 100 monthly, cost avoidance due to reduction in penalties by ~S$100K yearly. Reduction in manhours spent searching for shipments by 30%, and reduction in dwell time of shipments by 15%. Developed it from a MVP to a production-level solution.</li>
<li>Designed and deployed an AI-powered agent in Azure to automatically extract cancelled and rescheduled flight data from unstructured TELEX-style messages, emails, and SQL databases. Integrated LLM-based reasoning to interpret inconsistent formats and identify relevant records, consolidating results into a structured dataset. Built a Teams chat interface for operational staff to query disruptions in real time, reducing manual data extraction.</li>
</ul>
</div>
<div class="experience-item">
<div class="job-title-company">
<div class="job-title-line">
<span class="job-title-bold">Data Analytics & Science, APAC Supply Chain Excellence</span>
<span class="company-italic">Johnson & Johnson (Dec 2021 - Dec 2023)</span>
</div>
</div>
<ul class="achievements">
<li>Automated reporting pipelines using Alteryx, Python, and PowerQuery, improving reporting accuracy to 95% and saving 3 hours per week.</li>
<li>Designed and implemented PowerBI dashboards to enhance portfolio visibility, resulting in cost-savings of ~500K USD by enabling leadership to prioritize high-impact projects.</li>
<li>Developed and deployed demand forecasting models (ARIMA, Random Forest) with a 10% accuracy improvement, optimizing supply chain performance by reduction in inventory levels of 10%.</li>
</ul>
</div>
</section>
<section class="section">
<h2 class="section-title">Education</h2>
<div class="education-grid">
<div class="education-item">
<div class="degree">M.S. Artificial Intelligence</div>
<div class="institution">Nanyang Technological University</div>
<div class="duration">2024-2026</div>
</div>
<div class="education-item">
<div class="degree">Data Science Immersive</div>
<div class="institution">General Assembly</div>
<div class="duration">2023</div>
</div>
<div class="education-item">
<div class="degree">B.S. Chemical Engineering</div>
<div class="institution">National University of Singapore</div>
<div class="duration">2015-2019</div>
</div>
<div class="education-item">
<div class="degree">GCE 'A' Levels</div>
<div class="institution">Hwa Chong Instituition</div>
<div class="duration">2013-2014</div>
</div>
</div>
</section>
<section class="section">
<h2 class="section-title">Featured Projects</h2>
<div class="projects-grid">
<div class="project-card">
<div class="project-header">
<h3 class="project-title">Meet Again</h3>
<p class="project-subtitle">Relationship Management App</p>
</div>
<div class="project-body">
<p class="project-description">
Because meaningful connections shouldn't get lost in our busy lives. A full-stack app that helps track interactions and strengthen professional relationships with intelligent reminders and insights.
</p>
<img src="images/meet-again.png" alt="meet again screenshot" class="project-image">
<div class="tech-stack">
<div class="tech-stack-label">Tech Stack</div>
<div class="tech-tags">
<span class="tech-tag">React</span>
<span class="tech-tag">Firebase</span>
<span class="tech-tag">Node.js</span>
</div>
</div>
<a href="https://meet-again-1.web.app/" class="project-link">View Live Demo →</a>
</div>
</div>
<div class="project-card">
<div class="project-header">
<h3 class="project-title">Posture Perfect</h3>
<p class="project-subtitle">Real-time Computer Vision</p>
</div>
<div class="project-body">
<p class="project-description">
Your personal running coach in your pocket. Uses MediaPipe and deep learning to analyze posture in real-time, helping runners improve form and prevent injuries.
</p>
<img src="images/streamlit-app-demo.gif" alt="Posture Analysis Demo" class="project-image">
<div class="tech-stack">
<div class="tech-stack-label">Tech Stack</div>
<div class="tech-tags">
<span class="tech-tag">Python</span>
<span class="tech-tag">MediaPipe</span>
<span class="tech-tag">Streamlit</span>
<span class="tech-tag">OpenCV</span>
</div>
</div>
<a href="https://github.com/tiffanytgr/posture-analysis-app" class="project-link">View on GitHub →</a>
</div>
</div>
<div class="project-card">
<div class="project-header">
<h3 class="project-title">3D Scene Reconstruction</h3>
<p class="project-subtitle">Structure-from-Motion Research</p>
</div>
<div class="project-body">
<p class="project-description">
Bringing 2D memories into 3D reality. Advanced computer vision research using COLMAP for reconstructing detailed 3D scenes from simple photo sequences.
</p>
<img src="images/ntu-confucius.jpg" alt="3d recons" class="project-image">
<div class="tech-stack">
<div class="tech-stack-label">Tech Stack</div>
<div class="tech-tags">
<span class="tech-tag">Python</span>
<span class="tech-tag">COLMAP</span>
<span class="tech-tag">Computer Vision</span>
</div>
</div>
<a href="https://github.com/tiffanytgr/MSAI_6121_compvision" class="project-link">View Research →</a>
</div>
</div>
<div class="project-card">
<div class="project-header">
<h3 class="project-title">Cargo Vision Shipment Locator</h3>
<p class="project-subtitle">Computer Vision Shipment Detection</p>
</div>
<div class="project-body">
<p class="project-description">
A computer vision project using object detection to detect shipments in an airfreight terminal, using YOLOv8 and Python to control PTZ cameras for automated shipment tracking.
</p>
<img src="images/cargo-1.png" alt="Cargo Vision Shipment Locator screenshot" class="project-image">
<div class="tech-stack">
<div class="tech-stack-label">Tech Stack</div>
<div class="tech-tags">
<span class="tech-tag">Python</span>
<span class="tech-tag">YOLOv8</span>
<span class="tech-tag">OpenCV</span>
<span class="tech-tag">PTZ Camera</span>
<span class="tech-tag">Object Detection</span>
</div>
</div>
<a href="https://medium.com/@tiffany.tgr/cargo-vision-shipment-locator-b20752f212ca" class="project-link">Read Blog Post →</a>
</div>
</div>
</div>
</section>
</main>
<footer class="footer">
<p>tldr, let's connect</p>
</footer>
</div>
</body>
</html>