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<!DOCTYPE html>
<html lang="en">
<head>
<meta name="google-site-verification" content="0AbWnyYO_SERFzHKf4dr9l2a4IpuSj0NUtPmWM1RCbU" />
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Ramin Anushiravani | AI Research Scientist</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;700&display=swap" rel="stylesheet">
<style>
/* CSS Variables for a consistent theme */
:root {
--primary-color: #007bff;
--primary-hover-color: #0056b3;
--secondary-color: #6c757d;
--text-color: #343a40;
--heading-color: #212529;
--bg-color: #f8f9fa;
--container-bg-color: #ffffff;
--border-color: #dee2e6;
--nav-bg-color: rgba(255, 255, 255, 0.95); /* Slightly increased opacity */
--font-family: 'Inter', Arial, sans-serif;
}
/* Global Reset and Body Styling */
*, *::before, *::after {
box-sizing: border-box;
}
body {
font-family: var(--font-family);
margin: 0;
padding: 80px 0 0 0;
background-color: var(--bg-color);
line-height: 1.7;
color: var(--text-color);
}
/* Main Content Container */
.container {
max-width: 900px;
margin: 2rem auto;
background: var(--container-bg-color);
padding: 2rem 2.5rem;
border-radius: 12px;
box-shadow: 0 8px 24px rgba(0,0,0,0.05);
}
/* Header Styling */
header {
text-align: center;
padding-bottom: 1.5rem;
border-bottom: 1px solid var(--border-color);
margin-bottom: 2rem;
}
header h1 {
margin: 0 0 0.5rem 0;
font-size: 2.8em;
font-weight: 700;
color: var(--heading-color);
}
header .profile-image {
border-radius: 50%;
display: block;
margin: 1.5rem auto;
border: 4px solid var(--border-color);
width: 150px;
height: 150px;
object-fit: cover;
}
header .subtitle {
font-size: 1.3em;
color: var(--secondary-color);
margin-bottom: 0.5rem;
font-weight: 500;
}
header .contact-info {
font-size: 1em;
color: var(--text-color);
margin-bottom: 1.5rem;
}
header .contact-info a {
color: var(--primary-color);
text-decoration: none;
font-weight: 500;
}
header .contact-info a:hover {
text-decoration: underline;
color: var(--primary-hover-color);
}
/* Navigation Styling */
nav {
position: fixed;
top: 0;
left: 0;
width: 100%;
background: var(--nav-bg-color);
backdrop-filter: blur(10px);
-webkit-backdrop-filter: blur(10px);
border-bottom: 1px solid var(--border-color);
padding: 0.75rem 0;
z-index: 1000;
text-align: center;
}
nav ul {
list-style: none;
padding: 0;
margin: 0;
display: inline-block;
}
nav > ul > li {
display: inline-block;
margin: 0 10px;
position: relative;
}
nav a, nav span.nav-label {
text-decoration: none;
color: var(--text-color);
font-weight: 500;
padding: 8px 12px;
display: block;
border-radius: 6px;
transition: background-color 0.2s ease-in-out, color 0.2s ease-in-out;
cursor: pointer;
}
nav a:hover, nav span.nav-label:hover {
background-color: var(--primary-color);
color: white;
}
/* === NEW DROPDOWN SYSTEM === */
/* Level 1 Dropdown (Direct children of main nav) */
nav ul ul {
position: absolute;
background-color: var(--container-bg-color);
box-shadow: 0 4px 12px rgba(0,0,0,0.15);
border-radius: 8px;
padding: 0.5rem 0; /* Vertical padding */
margin-top: 5px;
text-align: left;
width: 260px; /* Wider to fit longer text */
opacity: 0;
visibility: hidden;
transform: translateY(10px);
transition: all 0.2s ease;
display: block; /* Reset flexbox from previous code */
}
/* Show Level 1 on Hover */
nav li:hover > ul {
opacity: 1;
visibility: visible;
transform: translateY(0);
}
/* Dropdown Items */
nav ul ul li {
display: block;
margin: 0;
position: relative; /* Essential for positioning sub-menus */
}
nav ul ul a, nav ul ul span {
padding: 8px 20px;
font-size: 0.95em;
border-radius: 0;
color: var(--text-color);
width: 100%;
display: flex;
justify-content: space-between; /* To push arrow to right */
align-items: center;
}
nav ul ul a:hover, nav ul ul span:hover {
background-color: var(--primary-color);
color: white;
}
/* Arrow for items with sub-menus */
.has-submenu > span::after {
content: '›';
font-size: 1.2em;
line-height: 1;
margin-left: 10px;
}
/* Level 2 Dropdown (The Sub-categories) */
nav ul ul ul {
top: 0;
left: 100%; /* Position to the right of parent */
margin-top: -5px; /* Slight alignment adjustment */
margin-left: 5px; /* Small gap */
width: 280px; /* Even wider for specific tutorial titles */
}
/* Show Level 2 on Hover of parent li */
nav ul ul li:hover > ul {
opacity: 1;
visibility: visible;
transform: translateY(0);
}
nav h4 {
font-size: 1.1em;
margin: 0;
padding: 8px 12px;
cursor: default;
}
/* Main Section Styling */
section { margin-bottom: 2.5rem; }
h2 {
border-bottom: 2px solid var(--primary-color);
padding-bottom: 0.5rem;
color: var(--heading-color);
font-size: 1.8em;
margin-bottom: 1.5rem;
}
h3 {
color: var(--heading-color);
font-size: 1.3em;
font-weight: 700;
margin-top: 1.5rem;
margin-bottom: 0.5rem;
}
/* Experience Section Specifics */
.job { margin-bottom: 2rem; }
.job-title { font-size: 1.1em; font-weight: 700; }
.job-company { font-style: italic; color: var(--secondary-color); margin-bottom: 1rem; }
.job-dates { float: right; color: var(--secondary-color); font-weight: 500; }
.job ul { list-style-type: disc; padding-left: 20px; }
.job ul li { margin-bottom: 0.75rem; }
/* Footer */
footer {
text-align: center;
margin-top: 3rem;
padding-top: 1.5rem;
border-top: 1px solid var(--border-color);
font-size: 0.9em;
color: var(--secondary-color);
}
footer a { color: var(--primary-color); }
/* Responsive adjustments */
@media (max-width: 768px) {
body { padding-top: 0; }
.container { margin: 1rem; padding: 1.5rem; }
header h1 { font-size: 2.2em; }
h2 { font-size: 1.6em; }
h3 { font-size: 1.2em; }
.job-dates { float: none; display: block; margin-bottom: 0.5rem; }
nav {
position: static;
text-align: center;
padding: 1rem;
backdrop-filter: none;
}
nav > ul > li { display: block; margin: 5px 0; }
/* Reset Dropdown styles for mobile */
nav ul ul, nav ul ul ul {
position: static;
display: block;
box-shadow: none;
background-color: transparent;
width: 100%;
opacity: 1;
visibility: visible;
transform: none;
padding: 0;
margin: 0;
}
nav ul ul a, nav ul ul span {
padding: 8px 12px;
text-align: left;
background: transparent;
}
/* Indent sub-items on mobile */
nav ul ul li { padding-left: 20px; } /* Indent Categories */
nav ul ul ul li { padding-left: 20px; border-left: 2px solid var(--border-color); } /* Indent Tutorials */
.has-submenu > span::after { content: '↓'; float: right; } /* Change arrow to down */
/* Hide submenus by default on mobile to save space?
Currently kept visible for simplicity, but indented. */
}
</style>
</head>
<body>
<div class="container">
<header>
<h1>Ramin Anushiravani</h1>
<img src="profile.jpg" alt="Ramin Anushiravani" width="150" height="150" class="profile-image">
<p class="subtitle">AI Research Scientist - Meta</p>
<p class="contact-info">
New York City | <a href="mailto:ramin.audio@gmail.com">ramin.audio@gmail.com</a>
</p>
<nav>
<ul>
<li>
<h4>About Me</h4>
<ul>
<li><a href="https://linkedin.com/in/raminanushiravani" target="_blank" rel="noopener noreferrer">LinkedIn</a></li>
<li><a href="https://github.com/raminaeye/" target="_blank" rel="noopener noreferrer">GitHub</a></li>
<li><a href="https://scholar.google.com/citations?user=kouXx8gAAAAJ&hl=en" target="_blank" rel="noopener noreferrer">Google Scholar</a></li>
<li><a href="Ramin_Resume.pdf">Resume</a></li>
</ul>
</li>
<li>
<h4>Tutorials</h4>
<ul>
<li class="has-submenu">
<span class="nav-label">Deep Learning Fundamentals</span>
<ul>
<li><a href="cnn.html">CNN Basics</a></li>
<li><a href="cnn_part2.html">CNN Part 2</a></li>
<li><a href="rnn.html">RNN & Sequences</a></li>
<li><a href="loss.html">Loss Functions</a></li>
<li><a href="errors.html">Scaling Laws & Optimizers</a></li>
</ul>
</li>
<li class="has-submenu">
<span class="nav-label">Transformers & LLMs</span>
<ul>
<li><a href="transformers.html">Transformers Part 1</a></li>
<li><a href="transformer_p2.html">Transformers Part 2</a></li>
<li><a href="adapter.html">Fine-Tuning (Adapters)</a></li>
<li><a href="ssl.html">Self-Supervised Learning</a></li>
</ul>
</li>
<li class="has-submenu">
<span class="nav-label">Model Efficiency</span>
<ul>
<li><a href="quantization.html">Quantization</a></li>
<li><a href="nas.html">Neural Architecture Search</a></li>
<li><a href="kd.html">Knowledge Distillation</a></li>
<li><a href="prune.html">Model Pruning</a></li>
</ul>
</li>
<li class="has-submenu">
<span class="nav-label">Audio & Signals</span>
<ul>
<li><a href="conformer.html">Conformer Architecture</a></li>
<li><a href="adc.html">ADC & Signal Acquisition</a></li>
</ul>
</li>
</ul>
</li>
<li>
<h4>Projects & Reading</h4>
<ul>
<li><a href="work.html">Personal Projects</a></li>
<li><a href="Papers.html">Reading List</a></li>
<li><a href="pubs.html">Publications</a></li>
</ul>
</li>
</ul>
</nav>
</header>
<section class="about">
<h2>About Me</h2>
<p>I studied at the University of Illinois at Urbana-Champaign and started in audio ML, interning at several industries, including the Advanced Digital Sciences Center in Singapore and Adobe. I later joined Dolby Labs, working on deep learning and audio codecs. Later, as the first hire at CurieAI, I helped develop models that detect respiratory symptoms from noisy audio, scaling the technology to hundreds of patients.</p>
<p>Looking to push myself into unfamiliar territory, I pivoted to NLP. At UnitedHealth Group, I was again the first ML lead on the team. I built natural language search tools for searching health benefits that became the foundation for an enterprise-wide semantic search platform. As the ML lead for the enterprise team, I trained language models from scratch, scaled the team to over 50 people, and reshaped how ML was applied to search through my experiences with sensory signals</p>
<p>At Precision Neuroscience, I applied cutting-edge signal processing and machine learning to brain-computer interfaces. Basically, translating brain signals into real-time actions. Currently, I work at Meta in the wearables team as an AI research scientist.</p>
</section>
<section id="publications">
<h2>Written Work & Publications</h2>
<div class="patents">
<h3>Granted</h3>
<ul>
<li>Sound Enhancement through Reverberation Matching</li>
<li>Methods for Explainability of Deep-Learning Models</li>
<li>Intelligent Health Monitoring</li>
<li>Design of Stimuli for Symptom Detection</li>
</ul>
<h3>Pending</h3>
<ul>
<li>Domain aware autocomplete</li>
<li>Graph-based data compliance using natural language text</li>
<li>Interactive map-based visualization system related to multichannel search for complex search domains</li>
<li>Machine learning techniques for generating domain-aware query expansions</li>
<li>Multi-channel search and aggregated scoring techniques for complex search domains</li>
<li>Text embedding-based search taxonomy generation and intelligent refinement</li>
</ul>
</div>
</section>
<section id="education">
<h2>Education</h2>
<div class="education-entry">
<span class="job-dates">08/2011 - 12/2016</span>
<h3>University of Illinois at Urbana-Champaign</h3>
<p>M.S. & B.S., Electrical & Computer Engineering</p>
<p>GPA: 3.97/4.0 (M.S.), 3.86/4.0 (B.S.)</p>
</div>
</section>
<section class="learning">
<h2>Continuous Learning & Certifications</h2>
<ul>
<li><a href="http://www.udacity.com/certificate/e/e504d3ee-7fa1-11ef-9262-17ce40f214cd" target="_blank" rel="noopener noreferrer">Udacity: Generative AI Nanodegree (2025)</a></li>
<li><a href="https://www.udacity.com/certificate/e/f3ce82de-1ca4-11ec-ba54-cb9483279006" target="_blank" rel="noopener noreferrer">Udacity: NLP Nanodegree (2021)</a></li>
<li><a href="https://www.udacity.com/certificate/e/f231c08a-910c-11ec-b463-5b924ca9e19f" target="_blank" rel="noopener noreferrer">Udacity: ML DevOps Engineer (2022)</a></li>
<li><a href="https://www.udacity.com/certificate/e/0d822870-b47a-11ed-ab4f-df23a921a9ab" target="_blank" rel="noopener noreferrer">Deep Reinforcement Learning (2023)</a></li>
</ul>
</section>
<footer>
<p>Connect with me on <a href="https://linkedin.com/in/raminanushiravani" target="_blank" rel="noopener noreferrer">LinkedIn</a> and view more of my work on <a href="https://github.com/raminaeye/" target="_blank" rel="noopener noreferrer">GitHub</a>.</p>
<p>© 2025 Ramin Anushiravani</p>
</footer>
</div>
</body>
</html>