PersonalSite/projects.html at main · Jiminator/PersonalSite · GitHub

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
<!DOCTYPE html>
<html>
<head>
  <meta charset="utf-8">
  <meta name="viewport" content="width=device-width, initial-scale=1">
  <link rel="stylesheet" type="text/css" href="style.css">
  <title>Jimmy Shong</title>
</head>
<body>
  <div class="navbar">
    <a href="index.html">About</a>
    <a href="publications.html">Publications</a>
    <a href="projects.html" class="active">Projects</a>
    <a href="cv.html">CV</a>
  </div>
  <div class="page-title">
    Projects
    <div class="post-description">In progress list of projects.</div>
  </div>
  <div class="projects">
    * denotes equal contribution
    <div class="project">
      <div class="project-image">
        <img src="images/SFT.png" alt="Project Image">
      </div>
      <div class="project-details">
        <div class="project-title">
          <a href="https://github.com/Jiminator/LLaMA-Factory" target="_blank">Exploring SFT Methods for LLMs</a>
        </div>
        <div class="year">
          2024
        </div>
        <div class="authors">
          David Chang*, <u>Jimmy Shong</u>*
        </div>
        <br>
        <p>
          Experimental results of instruct-tuning Llama3-8B using numerous supervised finetuning (SFT) methods with Llamafactory.
        </p>
      </div>
    </div>
    <div class="project">
      <div class="project-image">
        <img src="images/TaskManager.png" alt="Project Image">
      </div>
      <div class="project-details">
        <div class="project-title">
          <a href="https://github.com/Jiminator/google-suite-task-manager" target="_blank">Google Suite Task Manager</a>
        </div>
        <div class="year">
          2024
        </div>
        <div class="authors">
            Sean Doyle*, <u>Jimmy Shong</u>*, Andrew Tang*, Mitchell Zhou*
        </div>
        <br>
        <p>
          A task manager that allows users to see and work with all tasks created in both Google Tasks and other Google Suite products.
        </p>
      </div>
    </div>
    <div class="project">
      <div class="project-image">
        <img src="images/ResNet.png" alt="Project Image">
      </div>
      <div class="project-details">
        <div class="project-title">
          <a href="https://github.com/Jiminator/deep-miniproject" target="_blank">Efficient ResNet</a>
        </div>
        <div class="year">
          2024
        </div>
        <div class="authors">
            David Chang*, <u>Jimmy Shong</u>*
        </div>
        <br>
        <p>
          A 4.6M modified ResNet that achieves a 96.1% accuracy on CIFAR-10, a 3% increase over the reported accuracy of the 11.4M ResNet-18 model.
        </p>
      </div>
    </div>
    <div class="project">
      <div class="project-image">
        <img src="images/chat.gif" alt="Project Image">
      </div>
      <div class="project-details">
        <div class="project-title">
          <a href="https://github.com/mit-han-lab/TinyChatEngine/blob/main/llm/application" target="_blank">TinyVoiceChat: On-Device Speech-to-Speech LLM Chatbot</a>
        </div>
        <div class="year">
          2023
        </div>
        <div class="authors">
          <u>Jimmy Shong</u>, Wei-Chen Wang, Song Han
        </div>
        <br>
        <p>
          A speech-to-speech LLM chatbot that runs on edge devices.
        </p>
      </div>
    </div>
    <div class="project">
      <div class="project-image">
        <img src="images/NetArmor.png" alt="Project Image">
      </div>
      <div class="project-details">
        <div class="project-title">
          <a href="https://github.com/Jiminator/NetArmorCompose" target="_blank">NetArmor</a>
        </div>
        <div class="year">
          2023
        </div>
        <div class="authors">
            Sean Doyle*, <u>Jimmy Shong</u>*, Andrew Tang*, Mitchell Zhou*
        </div>
        <br>
        <p>
          A web tool that allows website owners to scan their websites for vulnerabilities and connect with certified cybersecurity professionals.
        </p>
      </div>
    </div>
    <div class="project">
      <div class="project-image">
        <img src="images/airticket.png" alt="Project Image">
      </div>
      <div class="project-details">
        <div class="project-title">
          <a href="https://github.com/Jiminator/Air-Ticket-Reservation-System" target="_blank">Air Ticket Reservation System</a>
        </div>
        <div class="year">
          2022
        </div>
        <div class="authors">
            <u>Jimmy Shong</u>*, Mitchell Zhou*
        </div>
        <br>
        <p>
          A web-based application that allows user to interact with a database that stores data for an airport.
        </p>
      </div>
    </div>
    <div class="project">
      <div class="project-image">
        <img src="images/AIfSR.png" alt="Project Image">
      </div>
      <div class="project-details">
        <div class="project-title">
          <a href="https://github.com/Jiminator/2022-spring-unsupervised-learning" target="_blank">AIfSR: Macrophage Trajectory Analysis</a>
        </div>
        <div class="year">
          2021
        </div>
        <div class="authors">
            Sean Doyle*, <u>Jimmy Shong</u>*
        </div>
        <br>
        <p>
          A ML package was designed to analyze trajectories of nanodiamonds in macrophages and predict their diffusion type.
        </p>
      </div>
    </div>
  </div>
</body>
</html>