-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathpython.html
More file actions
259 lines (224 loc) · 13.8 KB
/
python.html
File metadata and controls
259 lines (224 loc) · 13.8 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
<!DOCTYPE HTML>
<html>
<head>
<title>SIDD Portfolio</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" />
<noscript><link rel="stylesheet" href="assets/css/noscript.css" /></noscript>
</head>
<body class="is-preload">
<!-- Wrapper -->
<div id="wrapper" class="fade-in">
<!-- Intro -->
<div id="intro">
<h1>SIDD <br />
Portfolio</h1>
<p>
Hi, I'm Siddharth, a Master's graduate in Applied Computing (AI stream) from the University of Windsor and a former AI Developer at Agriculture and Agri-Food Canada.
I specialize in AI development, data science , Web development , Devops , big Data & cloud technologies.I’ve worked across various roles, including AI Developer, Web Developer, and Junior Security Research Analyst. My passion lies in solving real-world problems through data-driven insights and advanced technologies.
<br />
<p>Check out my blog and youtube for technical insights and tutorials:</p>
<ul class="actions">
<li><a href="https://www.youtube.com/@Azure-AI-102Academy" target="_blank" class="button icon solid solo brands fa-youtube">Visit My Youtube</a></li>
<li><a href="https://medium.com/@siddharthsamber94" target="_blank" class="button icon solid solo fa-blog">Visit My Blog</a></li>
<li><a href="https://www.linkedin.com/in/siddharth-samber-661a281b4/" target="_blank" class="button icon solid solo brands fa-linkedin">Visit My Linkedin</a></li>
<li><a href="https://github.com/SIDD58" target="_blank" class="button icon solid solo brands fa-github">Visit My GitHub</a></li>
<li><a href="#header" class="button icon solid solo fa-arrow-down scrolly">Continue</a></li>
</ul>
</div>
<!-- Header -->
<header id="header">
<a href="index.html" class="logo">SIDD Portfolio</a>
</header>
<!-- Nav -->
<nav id="nav">
<ul class="links">
<li class="inactive"><a href="index.html">Home page</a></li>
<li class="inactive"><a href="webdev.html">Web Development</a></li>
<li class="inactive"><a href="ai.html">AI </a></li>
<li class="inactive"><a href="dataanalyst.html">Data Analysis</a></li>
<li class="active"><a href="python.html">Python</a></li>
<li class="inactive"><a href="cybersecurity.html">Cyber Security</a></li>
</ul>
<ul class="icons">
<li><a href="https://www.youtube.com/@Azure-AI-102Academy" target="_blank" class="icon brands alt fa-youtube"><span class="label">YouTube</span></a></li>
<li><a href="https://siddharthsamber94.medium.com/" target="_blank" class="icon brands alt fa-medium"><span class="label">Medium</span></a></li>
<li><a href="https://www.linkedin.com/in/siddharth-samber-661a281b4/" target="_blank" class="icon brands alt fa-linkedin"><span class="label">Linkedin</span></a></li>
<li><a href="https://github.com/SIDD58" target="_blank" class="icon brands alt fa-github"><span class="label">GitHub</span></a></li>
</ul>
</nav>
<!-- Main -->
<div id="main">
<!-- Posts -->
<section class="posts">
<article>
<header>
<h2><a href="https://github.com/SIDD58/Sudoku-Game-Solver">Soduko Solver Game<br />
</a></h2>
</header>
<a href="https://github.com/SIDD58/Sudoku-Game-Solver" class="image fit"><img src="images/sd3.PNG" alt="" /></a>
<p>
<b>Technologies:</b> python (Pygame)<br>
<b>Objective:</b> Develop a Sudoku Solver Game in Python with a user-friendly GUI, allowing manual puzzle-solving or automated solving using a backtracking algorithm <br>
<b>Result:</b> Built an interactive Sudoku Solver Game using Python and Pygame, featuring clickable cells, intuitive controls, and a visual backtracking algorithm. The game includes a user manual for input, value confirmation, error correction, and automated solving, providing an engaging and seamless user experience. <br>
</p> <ul class="actions special">
<li><a href="https://github.com/SIDD58/Sudoku-Game-Solver" class="button">View</a></li>
</ul>
</article>
<article>
<header>
<h2><a href="https://github.com/SIDD58/Captcha-recognition-using-CNN">Captcha Recognition using CNN<br />
</a></h2>
</header>
<a href="https://github.com/SIDD58/Captcha-recognition-using-CNN" class="image fit"><img src="images/ai-1.PNG" alt="" /></a>
<p>
<b>Technologies:</b> Python (Tensorflow,Matplotlib,Pandas)<br>
<b>Objective:</b> Implemented image processing and machine learning techniques for a robust CAPTCHA recognition system,
supported by data visualizations. <br>
<b>Result:</b> Recognized Captchas using Convolution Neural Networks in TensorFlow achieving accuracy of 90% and presented
data visualizations. <br>
</p> <ul class="actions special">
<li><a href="https://github.com/SIDD58/Captcha-recognition-using-CNN" class="button">View</a></li>
</ul>
</article>
<article>
<header>
<h2><a href="https://siddharthsamber94.medium.com/live-mask-detection-using-convolutional-neural-network-bb9a2583a5c5">Face Mask Detection using CNN<br />
</a></h2>
</header>
<a href="https://siddharthsamber94.medium.com/live-mask-detection-using-convolutional-neural-network-bb9a2583a5c5" class="image fit"><img src="images/ai-2.PNG" alt="" /></a>
<p>
<b>Technologies:</b> Python (OpenCV, TensorFlow, Matplotlib ) <br>
<b>Objective:</b> Develop a live mask detection system using a Convolutional Neural Network (CNN) to classify individuals as wearing or not wearing a mask in real-time <br>
<b>Result:</b> Implemented a mask detection model with over 95% accuracy enabling real time mask detection via webcam. <br>
</p> <ul class="actions special">
<li><a href="https://siddharthsamber94.medium.com/live-mask-detection-using-convolutional-neural-network-bb9a2583a5c5" class="button">View</a></li>
</ul>
</article>
<article>
<header>
<h2><a href="https://github.com/SIDD58/Minor-Projects-/tree/main/Final%20Tic%20Tac%20Toe">Tic Tac Toe using Min Max<br />
</a></h2>
</header>
<a href="https://github.com/SIDD58/Minor-Projects-/tree/main/Final%20Tic%20Tac%20Toe" class="image fit"><img src="images/ai-3.PNG" alt="" /></a>
<p>
<b>Technologies:</b> Python (Pygame) (Min Max algorithm with Alpha Beta Pruning) <br>
<b>Objsective & Result: </b>Designed Tic Tac Toe Game using Pygame library and programmed AI logic Guaranteeing 100% winning rate in
case tie does not happen<br>
<b>Enhanced:</b> Enhanced efficiency of Algorithm by adding alpha beta pruning to algorithm making it 2 times faster. <br>
</p> <ul class="actions special">
<li><a href="https://github.com/SIDD58/Minor-Projects-/tree/main/Final%20Tic%20Tac%20Toe" class="button">View</a></li>
</ul>
</article>
<article>
<header>
<h2><a href="https://github.com/SIDD58/Minor-Projects-/blob/main/Neural%20Network%20Visualizer%20Web%20App.pdf">Neural Network Visualizer Web App<br />
</a></h2>
</header>
<a href="https://github.com/SIDD58/Minor-Projects-/blob/main/Neural%20Network%20Visualizer%20Web%20App.pdf" class="image fit"><img src="images/ai-4.PNG" alt="" /></a>
<p>
<b>Technologies:</b> Python (Falsk, streamlit, tensorflow, matplotlib) <br>
<b>Objective:</b> Create a web application to visually simulate the structure and functioning of a neural network on MNIST dataset <br>
<b>Result:</b> Developed an interactive neural network visualization tool with user friendly interface. <br>
</p> <ul class="actions special">
<li><a href="https://github.com/SIDD58/Minor-Projects-/blob/main/Neural%20Network%20Visualizer%20Web%20App.pdf" class="button">View</a></li>
</ul>
</article>
<article>
<header>
<h2><a href="https://github.com/AnuragQ/FindYourGuide">Find Your Guide<br />
</a></h2>
</header>
<a href="https://github.com/AnuragQ/FindYourGuide" class="image fit"><img src="images/sd1.PNG" alt="" /></a>
<p>
<b>Technologies:</b> Python (Django), HTML,CSS <br>
<b>Objective:</b> Develop a website connecting tourists and customers, with access management, review features, and personalized recommendations. <br>
<b>Result: </b> Created a Django-based platform with user authentication and role-based access for tourists and customers. Enabled review management, allowing users to add, edit, and delete reviews based on ownership. Integrated review sorting by rating and creation date, and used cookies to track and display recently viewed offerings<br>
</p> <ul class="actions special">
<li><a href="https://github.com/AnuragQ/FindYourGuide" class="button">View</a></li>
</ul>
</article>
<article>
<header>
<h2><a href="https://github.com/AnuragQ/PricingPageBuilderPro-SaaS-Pricing-Made-Simple?tab=readme-ov-file">Pricepage Builder Pro<br />
</a></h2>
</header>
<a href="https://github.com/AnuragQ/PricingPageBuilderPro-SaaS-Pricing-Made-Simple?tab=readme-ov-file" class="image fit"><img src="images/sd2.PNG" alt="Image NA" /></a>
<p>
<b>Technologies:</b> Python (Django) , React <br>
<b>Objective</b> Simplify the creation of adaptable pricing pages for SaaS businesses and streamline payment system integration. <br>
<b>Result: </b>Price page building pro enables customizable pricing pages with pre-designed themes or custom HTML, seamlessly integrates with Stripe for payment processing, and offers multiple deployment options. It features secure access via Firebase Authentication, responsive design, and A/B testing to optimize conversion rates, all while providing scalability and flexibility for diverse business needs.<br>
</p> <ul class="actions special">
<li><a href="https://github.com/AnuragQ/PricingPageBuilderPro-SaaS-Pricing-Made-Simple?tab=readme-ov-file" class="button">View</a></li>
</ul>
</article>
<article>
<header>
<h2><a href="https://github.com/SIDD58/geospatial-analysis/blob/main/Geo-spatial-Analysis%20Congo%20Mines.ipynb">Geospatial-analysis Congo Mines<br />
</a></h2>
</header>
<a href="https://github.com/SIDD58/geospatial-analysis/blob/main/Geo-spatial-Analysis%20Congo%20Mines.ipynb" class="image fit"><img src="images/pic-python-geo.PNG" alt="" /></a>
<p>
<b>Technologies:</b> Python (Geopandas , Shapley) <br>
<b>Objective:</b> Utilized spatial joins, relationships, CRS, operations and Visualization to analyse various aspects. <br>
</p> <ul class="actions special">
<li><a href="https://github.com/SIDD58/geospatial-analysis/blob/main/Geo-spatial-Analysis%20Congo%20Mines.ipynb" class="button">View</a></li>
</ul>
</article>
</section>
</div>
<!-- Footer -->
<footer id="footer">
<section class="split contact">
<section>
<h3>Phone</h3>
<p><a href="#">+1 (226) 935-7185</a></p>
</section>
<section>
<h3>Email</h3>
<p><a href="#">siddharthsamber10@gmail.com</a></p>
</section>
<section>
<h3>Social</h3>
<ul class="icons alt">
<li><a href="https://www.youtube.com/@Azure-AI-102Academy" target="_blank" class="icon brands alt fa-youtube"><span class="label">Youtube</span></a></li>
<li><a href="https://siddharthsamber94.medium.com/" target="_blank" class="icon brands alt fa-medium"><span class="label">Medium</span></a></li>
<li><a href="https://www.linkedin.com/in/siddharth-samber-661a281b4/" target="_blank"class="icon brands alt fa-linkedin"><span class="label">Linkedin</span></a></li>
<li><a href="https://github.com/SIDD58" target="_blank"class="icon brands alt fa-github"><span class="label">GitHub</span></a></li>
<!-- <li><a href="#" class="icon brands alt fa-instagram"><span class="label">Instagram</span></a></li> -->
</ul>
</section>
</section>
</footer>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrollex.min.js"></script>
<script src="assets/js/jquery.scrolly.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>
<!--
My addtion to code to toggle inactive to active class for links
however I am not using it as I want to reaload the page when clicked on link
-->
<!-- <script>
// Wait until the DOM is fully loaded
document.addEventListener('DOMContentLoaded', function () {
const links = document.querySelectorAll('.links li');
links.forEach(link => {
link.addEventListener('click', function(event) {
// Prevent default anchor link behavior (if you want to stay on the same page)
event.preventDefault();
// Remove the active class from all links
links.forEach(link => link.classList.remove('active'));
// Add the active class to the clicked link
this.classList.add('active');
});
});
});
</script> -->