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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Krish Gupta - HPC & Compilers Engineer</title>
<meta name="description"
content="Krish Gupta - HPC & Systems Engineer. Specializing in parallel runtimes, profiling, correctness, and compiler technologies (LLVM/Flang).">
<!-- Fonts: Inter for UI, JetBrains Mono for code/data -->
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link
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rel="stylesheet">
<style>
:root {
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--text-primary: #111111;
--text-secondary: #444444;
--text-tertiary: #777777;
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/* Spacing */
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/* Increased spacing */
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@media (prefers-color-scheme: dark) {
:root {
--bg-color: #0d1117;
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--code-bg: #161b22;
--terminal-header: #21262d;
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margin: 0;
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background-color: var(--bg-color);
color: var(--text-primary);
line-height: 1.6;
font-size: 16px;
-webkit-font-smoothing: antialiased;
}
/* Layout */
/* Layout */
.container {
max-width: var(--container-width);
margin: 0 auto;
padding: 3rem 1.5rem;
/* Reduced from var(--space-l) (6rem) */
}
/* Carousel */
.quote-slider {
position: relative;
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overflow: hidden;
min-height: 200px;
display: flex;
align-items: center;
justify-content: center;
}
.slide {
display: none;
flex-direction: row;
align-items: center;
gap: 2rem;
width: 100%;
animation: fadeIn 0.8s ease-in-out;
}
.slide.active {
display: flex;
}
@keyframes fadeIn {
from {
opacity: 0;
transform: translateY(5px);
}
to {
opacity: 1;
transform: translateY(0);
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.quote-avatar {
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.quote-content {
flex: 1;
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.slide {
flex-direction: column;
text-align: center;
gap: 1rem;
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section {
margin-bottom: var(--space-l);
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h1,
h2,
h3,
h4 {
font-weight: 600;
color: var(--text-primary);
letter-spacing: -0.02em;
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h1 {
font-size: 2.5rem;
/* Increased from 1.75rem for hierarchy */
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text-transform: uppercase;
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font-size: 1.25rem;
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p {
margin-bottom: var(--space-s);
color: var(--text-secondary);
}
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color: var(--text-primary);
text-decoration: none;
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font-family: 'JetBrains Mono', monospace;
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.terminal-block {
background: var(--code-bg);
border: 1px solid var(--border-color);
border-radius: 6px;
font-family: 'JetBrains Mono', monospace;
font-size: 0.9rem;
overflow: hidden;
margin-bottom: var(--space-m);
}
.terminal-header {
background: var(--terminal-header);
padding: 0.5rem 1rem;
border-bottom: 1px solid var(--border-color);
display: flex;
gap: 0.4rem;
align-items: center;
}
.dot {
width: 10px;
height: 10px;
border-radius: 50%;
background: #ccc;
}
.terminal-content {
padding: 1.5rem;
color: var(--text-secondary);
}
.cmd-prompt {
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font-weight: 700;
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.cmd-output {
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margin-bottom: 1rem;
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/* Proof Points */
.proof-points {
list-style: none;
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}
.proof-points li {
position: relative;
padding-left: 1.2rem;
margin-bottom: 0.5rem;
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content: ">";
position: absolute;
left: 0;
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font-family: 'JetBrains Mono', monospace;
font-weight: bold;
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.nav-links {
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font-size: 0.9rem;
}
/* Projects */
.project-card {
display: grid;
grid-template-columns: 1fr 280px;
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.project-content h3 {
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.project-meta {
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margin-bottom: 0.5rem;
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.tech-stack {
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color: var(--text-tertiary);
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.tech-tag {
background: var(--code-bg);
padding: 0.2rem 0.4rem;
border-radius: 4px;
}
/* Image Placeholder */
.img-placeholder {
width: 100%;
aspect-ratio: 16/10;
background: var(--code-bg);
border: 1px dashed var(--border-color);
border-radius: 4px;
display: flex;
align-items: center;
justify-content: center;
text-align: center;
color: var(--text-tertiary);
font-family: 'JetBrains Mono', monospace;
font-size: 0.8rem;
padding: 1rem;
overflow: hidden;
}
.img-placeholder img {
width: 100%;
height: 100%;
object-fit: cover;
display: block;
}
/* Open Source */
.os-grid {
display: grid;
grid-template-columns: 1fr 1fr;
gap: 1.5rem;
}
.os-card {
border: 1px solid var(--border-color);
border-radius: 6px;
padding: 1.5rem;
background: var(--bg-color);
transition: transform 0.2s ease, box-shadow 0.2s ease;
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.os-card:hover {
transform: translateY(-2px);
box-shadow: 0 4px 12px rgba(0, 0, 0, 0.05);
border-color: var(--accent-color);
}
.os-title {
font-weight: 600;
margin-bottom: 0.5rem;
display: block;
border: none;
}
/* Notes */
.note-list {
display: flex;
flex-direction: column;
gap: 1rem;
}
.note-item {
display: flex;
justify-content: space-between;
align-items: baseline;
padding-bottom: 0.5rem;
border-bottom: 1px dotted var(--border-color);
}
.note-title {
font-weight: 500;
border: none;
}
.note-title:hover {
color: var(--accent-color);
}
.note-tag {
font-family: 'JetBrains Mono', monospace;
font-size: 0.75rem;
color: var(--accent-color);
background: var(--code-bg);
padding: 0.1rem 0.3rem;
border-radius: 3px;
}
/* Hero Quote */
.hero-quote {
font-family: 'Playfair Display', serif;
font-size: 1.8rem;
font-weight: 600;
font-style: italic;
line-height: 1.4;
color: var(--text-primary);
margin-bottom: var(--space-m);
padding-bottom: var(--space-s);
/* border-bottom: 1px solid var(--border-color); Removed for cleaner top look */
}
/* Inspiration */
.quote-grid {
display: grid;
grid-template-columns: repeat(3, 1fr);
gap: 1.5rem;
}
.quote-card {
background: transparent;
padding: 0;
border-left: none;
/* Subtle separation if needed, but "subtle" request implies minimal.
Let's keep it very clean, maybe just the text.
Or a very light border. User said "subtle". */
border-top: 2px solid var(--border-color);
padding-top: 1rem;
}
.quote-text {
font-family: 'Playfair Display', serif;
font-size: 1.1rem;
/* Slightly smaller for subtle grid */
font-style: italic;
color: var(--text-secondary);
margin-bottom: 0.5rem;
}
.quote-author {
font-family: 'JetBrains Mono', monospace;
font-size: 0.8rem;
color: var(--text-tertiary);
font-weight: 500;
}
/* Mobile */
@media (max-width: 768px) {
:root {
--container-width: 100%;
--space-l: 3rem;
}
.hero-quote {
font-size: 1.25rem;
}
.quote-grid {
grid-template-columns: 1fr;
}
.project-card {
grid-template-columns: 1fr;
gap: 1rem;
}
.img-placeholder {
order: -1;
/* Image on top on mobile */
aspect-ratio: 16/9;
}
.os-grid {
grid-template-columns: 1fr;
}
}
</style>
</head>
<body>
<div class="container">
<!-- HEADER / HERO -->
<header>
<div class="hero-quote">
"When something is important enough, you do it even if the odds are not in your favor."
</div>
<div class="terminal-block">
<div class="terminal-header">
<div class="dot" style="background:#ff5f56"></div>
<div class="dot" style="background:#ffbd2e"></div>
<div class="dot" style="background:#27c93f"></div>
<span style="font-size:0.8rem; margin-left:0.5rem; opacity:0.6">krxgu@macbook-pro:~</span>
</div>
<div class="terminal-content">
<div><span class="cmd-prompt">➜</span> <span class="cmd-input">whoami</span></div>
<div class="cmd-output">Krish Gupta</div>
<div><span class="cmd-prompt">➜</span> <span class="cmd-input">cat role.json</span></div>
<div class="cmd-output">
"role": "Systems + Inference Engineer",<br>
"focus": ["Inference Infrastructure", "Kernel Optimization", "Compiler Correctness"],<br>
"stack": ["LLVM/Flang", "vLLM", "CUDA", "C++23", "Python"]
</div>
</div>
</div>
<h1>Krish Gupta</h1>
<p class="intro-text"
style="font-size: 1.1rem; color: var(--text-secondary); margin-bottom: var(--space-m); max-width: 650px;">
Passionate about parallel computing, inference systems, kernel-level optimization, and building efficient
AI infrastructure close to the metal.
</p>
<ul class="proof-points">
<li><strong>LLVM Project Member:</strong> Member with commit access, contributing merged work across
Flang/OpenMP semantics, diagnostics, and regression coverage.</li>
<li><strong>vLLM Contributor:</strong> Working across inference runtime correctness, serving paths,
issue triage, and reproducible debugging for real-world inference bugs.</li>
<li><strong>GSoC 2025 GNU Radio:</strong> Ported critical block families to 4.0 with ~2x throughput
gains.</li>
<li><strong>Systems Performance:</strong> Built GPU roofline tooling, Slurm cluster ops workflows, and
CUDA-adjacent benchmarking for performance analysis.</li>
</ul>
<nav class="nav-links">
<a href="mailto:krishgupta2832@gmail.com">Email</a>
<a href="https://github.com/KrxGu" target="_blank">GitHub</a>
<a href="https://linkedin.com/in/krish-gupta-51637b1b8/" target="_blank">LinkedIn</a>
<a href="https://x.com/krishgupta72" target="_blank">X (Twitter)</a>
<a href="https://medium.com/@krishgupta2832" target="_blank">Medium</a>
<a href="#" onclick="alert('Please add resume PDF to repo'); return false;">Resume</a>
</nav>
</header>
<!-- Jeff Dean Quote (Hero Style) -->
<div class="hero-quote"
style="margin-top: var(--space-l); margin-bottom: var(--space-m); font-size: 1.6rem; border: none;">
"How can we make inference hardware that is 10, 20, 50, 1,000 times more efficient than what we have today?"
<div
style="font-family: 'JetBrains Mono', monospace; font-size: 0.9rem; font-style: normal; margin-top: 1rem; color: var(--text-tertiary);">
— Jeff Dean (Google Chief Scientist)</div>
</div>
<!-- SELECTED WORK -->
<section>
<h2>Selected Engineering</h2>
<!-- Slurm Mini-Cluster -->
<div class="project-card">
<div class="project-content">
<h3>
<a href="https://github.com/KrxGu/slurm-mini-cluster" target="_blank">Slurm Mini-Cluster</a>
</h3>
<div class="project-meta">HPC Operations & Infrastructure</div>
<p>
Local simulation of a multi-node HPC cluster for job scheduling and parallel workload
validation.
</p>
<ul class="proof-points">
<li>Deployed multi-node Ubuntu cluster with Slurm + Munge authentication.</li>
<li>Validated scheduling policies with real MPI/OpenMP workloads.</li>
<li>Created comprehensive ops runbook for job triage and service recovery.</li>
</ul>
<div class="tech-stack">
<span class="tech-tag">Linux</span>
<span class="tech-tag">Slurm</span>
<span class="tech-tag">MPI</span>
<span class="tech-tag">Bash</span>
</div>
</div>
<div class="img-placeholder">
<img src="assets/images/slurm.png"
onerror="this.style.display='none'; this.nextElementSibling.style.display='block'">
<div style="display:none">
[Image Slot]<br>Add <code>slurm.png</code> to assets/images/
</div>
</div>
</div>
<!-- GPU Roofline -->
<div class="project-card">
<div class="project-content">
<h3>
<a href="https://github.com/KrxGu/RoofLine_Plot" target="_blank">GPU Roofline Benchmark</a>
</h3>
<div class="project-meta">Performance Engineering</div>
<p>
A cross-platform benchmarking tool to identify bandwidth vs. compute bottlenecks across diverse
hardware (CPU, CUDA, Metal).
</p>
<ul class="proof-points">
<li>Built micro-benchmarks (SAXPY/Triad/SGEMM) for peak performance measurement.</li>
<li>Automated device selection and roofline plotting logic.</li>
<li>Supports heterogeneous backends (CUDA, Metal, OpenMP).</li>
</ul>
<div class="tech-stack">
<span class="tech-tag">C++17</span>
<span class="tech-tag">CUDA</span>
<span class="tech-tag">Python</span>
<span class="tech-tag">CMake</span>
</div>
</div>
<div class="img-placeholder">
<img src="assets/images/roofline.png"
onerror="this.style.display='none'; this.nextElementSibling.style.display='block'">
<div style="display:none">
[Image Slot]<br>Add <code>roofline.png</code> to assets/images/
</div>
</div>
</div>
<!-- GSoC -->
<div class="project-card">
<div class="project-content">
<h3>
<a href="GSoC25_GNURADIO/gsoc-final-report.html">GNU Radio 4.0 Expansion</a>
<span
style="font-size:0.7em; background:#ffbd2e; color:#333; padding:2px 5px; border-radius:3px; margin-left:10px; vertical-align:middle">GSoC
'25</span>
</h3>
<div class="project-meta">Signal Processing & C++23</div>
<p>
Ported and modernized legacy DSP blocks to the new modular 4.0 architecture, enabling
high-throughput signal chains.
</p>
<ul class="proof-points">
<li>Implemented Math/Analog/Digital families using C++23 template-registry patterns.</li>
<li>Achieved <strong>~2x throughput</strong> in targeted benchmarks vs legacy blocks.</li>
<li>Added 75+ GoogleTest units and established CI regression baselines.</li>
</ul>
<div class="tech-stack">
<span class="tech-tag">C++23</span>
<span class="tech-tag">SIMD</span>
<span class="tech-tag">GoogleTest</span>
</div>
</div>
<div class="img-placeholder">
<img src="assets/images/gnuradio.png"
onerror="this.style.display='none'; this.nextElementSibling.style.display='block'">
<div style="display:none">
[Image Slot]<br>Add <code>gnuradio.png</code> to assets/images/
</div>
</div>
</div>
</section>
<!-- BUILDING / NEW PROJECTS -->
<section>
<h2>Building</h2>
<div class="os-grid">
<div class="os-card">
<a href="https://github.com/KrxGu/ai-agent-guardrails" target="_blank"
class="os-title">ai-agent-guardrails ↗</a>
<p style="font-size:0.9rem">
Safety middleware for autonomous agents. Enforces deterministic output constraints and
behavioral bounds for LLM-driven actions.
</p>
<span class="tech-tag mono" style="font-size:0.7em">Reliability</span>
</div>
<div class="os-card">
<a href="https://github.com/KrxGu/vercel-fluid-mvp" target="_blank"
class="os-title">vercel-fluid-mvp ↗</a>
<p style="font-size:0.9rem">
Request coalescing backend. Implements Redis-based locking to reduce redundant upstream LLM
calls and improve tail latency.
</p>
<span class="tech-tag mono" style="font-size:0.7em">Performance</span>
</div>
</div>
</section>
<!-- OPEN SOURCE -->
<section>
<h2>Open Source</h2>
<div class="os-grid">
<div class="os-card">
<a href="https://github.com/llvm/llvm-project/pulls?q=is%3Apr+author%3AKrxGu" target="_blank"
class="os-title">LLVM / Flang (OpenMP) ↗</a>
<p style="font-size:0.9rem">
LLVM project member with commit access, contributing to the Flang frontend with a focus on
semantics correctness, diagnostics, and compiler reliability.
</p>
<ul class="proof-points" style="font-size:0.85rem; margin-top:1rem">
<li>Merged fixes across OpenMP semantics and diagnostic behavior.</li>
<li>Expanded FileCheck and regression coverage for compiler correctness.</li>
</ul>
</div>
<div class="os-card">
<a href="https://github.com/vllm-project/vllm/pulls?q=is%3Apr+author%3AKrxGu" target="_blank"
class="os-title">vLLM ↗</a>
<p style="font-size:0.9rem">
Contributor to the vLLM inference engine, focused on serving and runtime correctness,
reproducible debugging, and systems-level reliability.
</p>
<ul class="proof-points" style="font-size:0.85rem; margin-top:1rem">
<li>Closed PRs across real inference-engine issues, grounded in reproducible local debugging.</li>
<li>Working in the overlap of inference systems, CUDA-aware performance thinking, and runtime
correctness.</li>
</ul>
</div>
</div>
</section>
<!-- NOTES -->
<section>
<h2>Notes</h2>
<div class="note-list">
<div class="note-item">
<a href="https://medium.com/@krishgupta2832/monolith-how-bytedance-built-tiktoks-brain-10c9fc0bcdc5"
target="_blank" class="note-title">Monolith: TikTok's Recommendation Architecture</a>
<span class="note-tag">#SYSTEMS</span>
</div>
<div class="note-item">
<a href="https://medium.com/@krishgupta2832/understanding-google-spanner-a-journey-through-time-stamps-0177961000e2"
target="_blank" class="note-title">Google Spanner & TrueTime</a>
<span class="note-tag">#DISTRIBUTED</span>
</div>
<div class="note-item">
<a href="https://medium.com/@krishgupta2832/beyond-tokens-how-latent-transformers-are-redefining-efficiency-and-performance-in-language-models-43a54feccad5"
target="_blank" class="note-title">Latent Transformers Efficiency</a>
<span class="note-tag">#PERFORMANCE</span>
</div>
</div>
<div style="margin-top: 1.5rem; font-family: 'JetBrains Mono', monospace; font-size: 0.9rem;">
<a href="https://medium.com/@krishgupta2832">View all on Medium →</a>
</div>
</section>
<section>
<h2>Inspiration</h2>
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<div class="quote-author">— Elon Musk</div>
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<p class="quote-text">"I’m convinced that about half of what separates the successful
entrepreneurs from the non-successful ones is pure perseverance."</p>
<div class="quote-author">— Steve Jobs (1995)</div>
</div>
</div>
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<div class="quote-content">
<p class="quote-text">"Our greatest weakness lies in giving up. The most certain way to succeed
is always to try just one more time."</p>
<div class="quote-author">— Thomas Edison</div>
</div>
</div>
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