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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<link
rel="stylesheet"
type="text/css"
href="https://cdnjs.cloudflare.com/ajax/libs/normalize/8.0.1/normalize.min.css"
/>
<link rel="stylesheet" type="text/css" href="css/style.css" />
</head>
<body lang="en">
<section id="main">
<header id="title">
<h1>Brock Allen</h1>
<span class="subtitle">Deep Learning Engineer</span>
</header>
<!-- <div id="mission-statement">
<head>
<meta charset="utf-8" />
<link rel="stylesheet" type="text/css"
href="https://cdnjs.cloudflare.com/ajax/libs/normalize/8.0.1/normalize.min.css" />
<link rel="stylesheet" type="text/css" href="css/style.css" />
</head>
<body lang="en">
<section id="main">
<header id="title">
<h1>Brock Allen</h1>
<span class="subtitle">Deep Learning Engineer</span>
</header>
<!-- <div id="mission-statement">
Build documented, modular, reusable, extensible,
maintainable, and robust software.
</div> -->
<section class="main-block">
<h2><i class="fa fa-suitcase"></i> Experience</h2>
<section class="blocks">
<div class="date"><span>Present</span><span>July. 2019</span></div>
<div class="decorator"></div>
<div class="details">
<header>
<h3>Deep Learning Engineer</h3>
<span class="place"
><a href="https://www.amazon.com/" target="_blank">Lab126 - Hardware Compute Group</a></span
>
<span class="location"
><a
href="https://www.google.com/maps/place/Amazon+Lab126/@37.4084672,-122.0539126,15z/data=!4m10!1m2!2m1!1sLab126+maps!3m6!1s0x808fb7a03c2e216f:0x2ffcdf6247135163!8m2!3d37.4084672!4d-122.0364031!15sCgtMYWIxMjYgbWFwc5IBEGNvcnBvcmF0ZV9vZmZpY2XgAQA!16s%2Fg%2F1hm33hp1f?entry=ttu"
target="_blank"
>Sunnyvale, CA</a
></span
>
</header>
<div>
<ul>
<li>
Designed and implemented an RTOS and Linux stack to drive a custom NPU.
</li>
<li>
Brought up BSP for various SoCs that contain custom hardware IPs.
</li>
<li>
Enabled anonymous metrics for millions of devices in field.
</li>
<li>
Developed TVM Compiler backend for custom ML accelerator.
</li>
<li>
Developed framework to offload non-linear ML operators to a deeply embedded Risc-V core.
</li>
<li>
Developed an ML runtime for memory constrained systems. Under 20KB
</li>
<li>
Designed cache optimizations for ML runtime.
</li>
</ul>
<h4>Products Delivered</h4>
<ul>
<li>
<span>
<a href="https://www.amazon.com/Echo-4th-Gen/dp/B07XKF5RM3" target="_blank">Echo 4th gen - First Amazon Device with Az1 chip. Runs local ASR.</a>
</span>
</li>
<li>
<span>
<a href="https://www.amazon.com/smart-display-Alexa-Remote-included/dp/B0BHZX3TYV/ref=sr_1_1?crid=PLG1XOK9VN99&dib=eyJ2IjoiMSJ9.tih350Tu_Bdt_3GMCUBgq-zqr-gdadr_iySis095mx7iHOovzKnIIN-iJHY5W3P8o51BT4kYXqzkJwOxkQS75g.2DsTKrLI1cTQ2gBcEnEOCfngl9JEATgAjwTKsIk8_J4&dib_tag=se&keywords=echo+show+15&qid=1704951405&s=amazon-devices&sprefix=echo+show+1%2Camazon-devices%2C157&sr=1-1&ufe=app_do%3Aamzn1.fos.ac2169a1-b668-44b9-8bd0-5ec63b24bcb5" target="_blank">Echo Show 15 - AZ2 runs CV and ASR locally</a>
</span>
</li>
<li>
<span>
<a href="https://www.amazon.com/Blink-Outdoor-4/dp/B0B1N5HW22" target="_blank">Blink Outdoor 4 - Small NPU runs CV</a>
</span>
</li>
<li>
<span>
<a href="https://ring.com/products/mini-indoor-security-camera-plug-in" target="_blank">Ring Indoor Cam - Small NPU runs CV</a>
</span>
</li>
<li>
<span>
<a href="https://www.amazon.com/All-new-Echo-Show-5/dp/B09B2SBHQK" target="_blank">Echo Show 5 - CV and ASR</a>
</span>
</li>
<li>
<span>
<a href="https://www.amazon.com/All-New-release-Smart-speaker-Charcoal/dp/B09B8V1LZ3/ref=sr_1_1?crid=18OCF534P8UFZ&dib=eyJ2IjoiMSJ9.LyX4GDo4nwX-bIu_RODFSUCOL2jyvws4DUnZP9UpMLNh1OFAPG8M8_k8R97to_Kv-1j04lPO3Q5tixMI0yugcg.RRLJTYb3vGS1UR8wmFHFC1F76xqa30wsfVOS7NE_4xo&dib_tag=se&keywords=echo+dot&qid=1704952556&s=amazon-devices&sprefix=ec%2Camazon-devices%2C273&sr=1-1" target="_blank">Echo Dot 5th Gen - AZ2 ASR</a>
</span>
</li>
</ul>
</div>
<section class="main-block">
<h2><i class="fa fa-suitcase"></i> Experience</h2>
<section class="blocks">
<div class="date"><span>Present</span><span>July. 2019</span></div>
<div class="decorator"></div>
<div class="details">
<header>
<h3>Deep Learning Engineer</h3>
<span class="place"><a href="https://www.amazon.com/" target="_blank">Lab126 - Hardware Compute
Group</a></span>
<span class="location"><a
href="https://www.google.com/maps/place/Amazon+Lab126/@37.4084672,-122.0539126,15z/data=!4m10!1m2!2m1!1sLab126+maps!3m6!1s0x808fb7a03c2e216f:0x2ffcdf6247135163!8m2!3d37.4084672!4d-122.0364031!15sCgtMYWIxMjYgbWFwc5IBEGNvcnBvcmF0ZV9vZmZpY2XgAQA!16s%2Fg%2F1hm33hp1f?entry=ttu"
target="_blank">Sunnyvale, CA</a></span>
</header>
<div>
<ul>
<li>
Designed and implemented an RTOS and Linux stack to drive a
custom NPU.
</li>
<li>
Brought up BSP for various SoCs that contain custom hardware
IPs.
</li>
<li>
Enabled anonymous metrics for millions of devices in field.
</li>
<li>
Developed TVM Compiler backend for custom ML accelerator.
</li>
<li>
Developed framework to offload non-linear ML operators to a
deeply embedded Risc-V core.
</li>
<li>
Developed an ML runtime for memory constrained systems. Under
20KB
</li>
<li>Designed cache optimizations for ML runtime.</li>
</ul>
<h4>Products Delivered</h4>
<ul>
<li>
<span>
<a href="https://www.amazon.com/Echo-4th-Gen/dp/B07XKF5RM3" target="_blank">Echo 4th gen - First
Amazon Device with Az1 chip. Runs
local ASR.</a>
</span>
</li>
<li>
<span>
<a href="https://www.amazon.com/smart-display-Alexa-Remote-included/dp/B0BHZX3TYV/ref=sr_1_1?crid=PLG1XOK9VN99&dib=eyJ2IjoiMSJ9.tih350Tu_Bdt_3GMCUBgq-zqr-gdadr_iySis095mx7iHOovzKnIIN-iJHY5W3P8o51BT4kYXqzkJwOxkQS75g.2DsTKrLI1cTQ2gBcEnEOCfngl9JEATgAjwTKsIk8_J4&dib_tag=se&keywords=echo+show+15&qid=1704951405&s=amazon-devices&sprefix=echo+show+1%2Camazon-devices%2C157&sr=1-1&ufe=app_do%3Aamzn1.fos.ac2169a1-b668-44b9-8bd0-5ec63b24bcb5"
target="_blank">Echo Show 15 - AZ2 runs CV and ASR locally</a>
</span>
</li>
<li>
<span>
<a href="https://www.amazon.com/Blink-Outdoor-4/dp/B0B1N5HW22" target="_blank">Blink Outdoor 4 - Small
NPU runs CV</a>
</span>
</li>
<li>
<span>
<a href="https://ring.com/products/mini-indoor-security-camera-plug-in" target="_blank">Ring Indoor
Cam - Small NPU runs CV</a>
</span>
</li>
<li>
<span>
<a href="https://www.amazon.com/All-new-Echo-Show-5/dp/B09B2SBHQK" target="_blank">Echo Show 5 - CV
and ASR</a>
</span>
</li>
<li>
<span>
<a href="https://www.amazon.com/All-New-release-Smart-speaker-Charcoal/dp/B09B8V1LZ3/ref=sr_1_1?crid=18OCF534P8UFZ&dib=eyJ2IjoiMSJ9.LyX4GDo4nwX-bIu_RODFSUCOL2jyvws4DUnZP9UpMLNh1OFAPG8M8_k8R97to_Kv-1j04lPO3Q5tixMI0yugcg.RRLJTYb3vGS1UR8wmFHFC1F76xqa30wsfVOS7NE_4xo&dib_tag=se&keywords=echo+dot&qid=1704952556&s=amazon-devices&sprefix=ec%2Camazon-devices%2C273&sr=1-1"
target="_blank">Echo Dot 5th Gen - AZ2 ASR</a>
</span>
</li>
</ul>
</div>
</section>
<section class="blocks">
<div class="date"><span>July. 2019</span><span>April. 2018</span></div>
<div class="decorator"></div>
<div class="details">
<header>
<h3>Embedded Software Engineer</h3>
<span class="place"
><a href="https://www.amazon.com/" target="_blank">Architecture and Technology</a></span
>
<span class="location"
><a
href="https://www.google.com/maps/place/Amazon+Lab126/@37.4084672,-122.0539126,15z/data=!4m10!1m2!2m1!1sLab126+maps!3m6!1s0x808fb7a03c2e216f:0x2ffcdf6247135163!8m2!3d37.4084672!4d-122.0364031!15sCgtMYWIxMjYgbWFwc5IBEGNvcnBvcmF0ZV9vZmZpY2XgAQA!16s%2Fg%2F1hm33hp1f?entry=ttu"
target="_blank"
>Sunnyvale, California</a
></span
>
</header>
<div>
<ul>
<li>
Bare Metal application development and FPGA prototyping.
</li>
<li>
Emulator development and integration into Speech recognition stack.
</li>
<li>
Device Driver Development.
</li>
</ul>
<h4>Projects Delivered</h4>
<ul>
<li>
<span>
<a href="https://www.mediatek.com/blog/amazon-az1-neural-edge-processor-powered-by-mediatek" target="_blank">AZ1 - Neural Edge Processor</a>
</span>
</li>
</ul>
</div>
</div>
</section>
<section class="blocks">
<div class="date">
<span>July. 2019</span><span>April. 2018</span>
</div>
<div class="decorator"></div>
<div class="details">
<header>
<h3>Embedded Software Engineer</h3>
<span class="place"><a href="https://www.amazon.com/" target="_blank">Architecture and Technology</a></span>
<span class="location"><a
href="https://www.google.com/maps/place/Amazon+Lab126/@37.4084672,-122.0539126,15z/data=!4m10!1m2!2m1!1sLab126+maps!3m6!1s0x808fb7a03c2e216f:0x2ffcdf6247135163!8m2!3d37.4084672!4d-122.0364031!15sCgtMYWIxMjYgbWFwc5IBEGNvcnBvcmF0ZV9vZmZpY2XgAQA!16s%2Fg%2F1hm33hp1f?entry=ttu"
target="_blank">Sunnyvale, California</a></span>
</header>
<div>
<ul>
<li>
Bare Metal application development and FPGA prototyping.
</li>
<li>
Emulator development and integration into Speech recognition
stack.
</li>
<li>Device Driver Development.</li>
</ul>
<h4>Projects Delivered</h4>
<ul>
<li>
<span>
<a href="https://www.mediatek.com/blog/amazon-az1-neural-edge-processor-powered-by-mediatek"
target="_blank">AZ1 - Neural Edge Processor</a>
</span>
</li>
</ul>
</div>
</section>
<section class="blocks">
<div class="date"><span>April. 2018</span><span>July. 2016</span></div>
<div class="decorator"></div>
<div class="details">
<header>
<h3>Embedded Software Engineer</h3>
<span class="place"
><a href="https://www.ti.com/" target="_blank">Texas Instruments - Connectivity</a></span
>
<span class="location"
><a
target="_blank"
>San Diego, California</a
></span
>
</header>
<div>
<ul>
<li>
Developed a Sensor to Cloud demo application to showcase Zigbee network.
</li>
<li>
Contributed to development of the IEEE 802.15.4 MAC network stack.
</li>
<li>
Designed a Voice Over IEEE 802.15.4 application.
</li>
<li>
Designed an Over the Air Download extension for TI firmware.
</li>
</ul>
<h4>Projects Delivered</h4>
<ul>
<li>
<span>
<a href="https://www.ti.com/document-viewer/lit/html/SSZTA22"target="_blank">Sensor To Cloud - Sending All Data to One Place</a>
</span>
</li>
<li>
<span>
<a href="https://software-dl.ti.com/lprf/simplelink_cc13x0_sdk/1_30_00_06/exports/docs/ti154stack/ti154stack-sdg/ti154stack-sdg/TI%2015.4-Stack%20Software%20Development%20Platform.html"target="_blank">TI 15.4 Stack</a>
</span>
</li>
</ul>
</div>
</div>
</section>
<section class="blocks">
<div class="date">
<span>April. 2018</span><span>July. 2016</span>
</div>
<div class="decorator"></div>
<div class="details">
<header>
<h3>Embedded Software Engineer</h3>
<span class="place"><a href="https://www.ti.com/" target="_blank">Texas Instruments -
Connectivity</a></span>
<span class="location"><a target="_blank">San Diego, California</a></span>
</header>
<div>
<ul>
<li>
Developed a Sensor to Cloud demo application to showcase
Zigbee network.
</li>
<li>
Contributed to development of the IEEE 802.15.4 MAC network
stack.
</li>
<li>Designed a Voice Over IEEE 802.15.4 application.</li>
<li>
Designed an Over the Air Download extension for TI firmware.
</li>
</ul>
<h4>Projects Delivered</h4>
<ul>
<li>
<span>
<a href="https://www.ti.com/document-viewer/lit/html/SSZTA22" target="_blank">Sensor To Cloud -
Sending All Data to One Place</a>
</span>
</li>
<li>
<span>
<a href="https://software-dl.ti.com/lprf/simplelink_cc13x0_sdk/1_30_00_06/exports/docs/ti154stack/ti154stack-sdg/ti154stack-sdg/TI%2015.4-Stack%20Software%20Development%20Platform.html"
target="_blank">TI 15.4 Stack</a>
</span>
</li>
</ul>
</div>
</section>
</div>
</section>
</section>
<aside id="sidebar">
<div class="side-block" id="contact">
<h2>Contact Info</h2>
</section>
<aside id="sidebar">
<div class="side-block" id="contact">
<h2>Contact Info</h2>
<ul>
<li>
<i class="fa fa-globe"></i>
<a href="https://resume.brocklobsta.net" target="_blank">resume.brocklobsta.net</a>
</li>
<li>
<i class="fa fa-github"></i>
<a href="https://github.com/brocklobsta" target="_blank">github.com/brocklobsta</a>
</li>
<li>
<i class="fa fa-linkedin"></i>
<a href="https://www.linkedin.com/in/brocklobsta/" target="_blank">linkedin.com/in/brocklobsta</a>
</li>
<li>
<i class="fa fa-envelope"></i>
<a href="mailto:brock.d.allen@gmail.com" target="_blank">brock.d.allen@gmail.com</a>
</li>
<li>
<i class="fa fa-phone"></i>
<a href="tel:+17472748660">757-274-8660</a>
</li>
<li>
<i class="fa fa-map-marker"></i>
<a href="https://www.google.com/maps/place/Boulder+Creek,+CA+95006/@37.1378441,-122.1444625,14z/data=!3m1!4b1!4m6!3m5!1s0x808e4f11ccdb58fd:0x431498329040b05!8m2!3d37.1260578!4d-122.1221869!16zL20vMHI2aGw?entry=ttu"
target="_blank">Boulder Creek, California</a>
</li>
</ul>
</div>
<div class="side-block" id="skills">
<h2>Technical Skills</h2>
<div class="group">
<h3>Languages</h3>
<ul>
<li>C, C++</li>
</ul>
</div>
<div class="group">
<h3>Other</h3>
<ul>
<li>
<i class="fa fa-globe"></i>
<a href="https://resume.brocklobsta.net" target="_blank">resume.brocklobsta.net</a>
</li>
<li>
<i class="fa fa-github"></i>
<a href="https://github.com/brocklobsta" target="_blank">github.com/brocklobsta</a>
</li>
<li>
<i class="fa fa-linkedin"></i>
<a href="https://www.linkedin.com/in/brocklobsta/" target="_blank">linkedin.com/in/brocklobsta</a>
</li>
<li>
<i class="fa fa-envelope"></i>
<a href="mailto:brock.d.allen@gmail.com" target="_blank">brock.d.allen@gmail.com</a>
</li>
<li>
<i class="fa fa-phone"></i>
<a href="tel:+17472748660">757-274-8660</a>
</li>
<li>
<i class="fa fa-map-marker"></i>
<a href="https://www.google.com/maps/place/Boulder+Creek,+CA+95006/@37.1378441,-122.1444625,14z/data=!3m1!4b1!4m6!3m5!1s0x808e4f11ccdb58fd:0x431498329040b05!8m2!3d37.1260578!4d-122.1221869!16zL20vMHI2aGw?entry=ttu" target="_blank">Boulder Creek, California</a>
CMake, Linux Kernel, FreeRTOS, Python, Docker, Risc-V, ARM,
Assembly, SIMD Intrinsics, Device Tree, U-Boot, Yocto, Bitbake,
PyTorch, Tensorflow, LLVM, Networking, IoT, FPGA, MMIO, IOMMU,
Zero-Copy
</li>
</ul>
</div>
<div class="side-block" id="skills">
<h2>Technical Skills</h2>
<div class="group">
<h3>Languages</h3>
<ul>
<li>C, C++</li>
</ul>
</div>
<div class="group">
<h3>Other</h3>
<ul>
<li>
CMake, Linux Kernel, FreeRTOS, Python, Docker, Risc-V, ARM, Assembly, SIMD Intrinsics, Device Tree, U-Boot, Yocto, Bitbake, PyTorch, Tensorflow, LLVM, Networking, IoT, FPGA, MMIO, IOMMU, Zero-Copy
</li>
</ul>
</div>
<div class="group">
<h2>Learning</h2>
<ul>
<li>Rust, Go, Kubernetes, Langchain</li>
</ul>
</div>
<div class="group">
<h2>Learning</h2>
<ul>
<li>Rust, Go, Kubernetes, Langchain</li>
</ul>
</div>
<div class="side-block" id="education">
<h2>Education</h2>
<div class="group">
<h3>B.S. Computer Engineering</h3>
<ul>
<li>
<i class="fa fa-graduation-cap"></i>
<span>Class of 2016</span>
</li>
<li>
<i class="fa fa-university"></i>
<a href="https://vt.edu/" target="_blank">Virginia Tech</a>
</li>
<li>
<i class="fa fa-map-marker"></i>
<a href="https://www.google.com/maps/place/Virginia+Polytechnic+Institute+and+State+University/@37.2283886,-80.4256054,17z/data=!3m1!4b1!4m5!3m4!1s0x884d9511f04b9779:0xcff521bc5162ad6!8m2!3d37.2283843!4d-80.4234167" target="_blank">Blacksburg, Virginia</a>
</li>
</ul>
</div>
</div>
</aside>
</body>
<script src="https://use.fontawesome.com/bc5d70853c.js"></script>
</html>
<div class="side-block" id="education">
<h2>Education</h2>
<div class="group">
<h3>B.S. Computer Engineering</h3>
<ul>
<li>
<i class="fa fa-graduation-cap"></i>
<span>Class of 2016</span>
</li>
<li>
<i class="fa fa-university"></i>
<a href="https://vt.edu/" target="_blank">Virginia Tech</a>
</li>
<li>
<i class="fa fa-map-marker"></i>
<a href="https://www.google.com/maps/place/Virginia+Polytechnic+Institute+and+State+University/@37.2283886,-80.4256054,17z/data=!3m1!4b1!4m5!3m4!1s0x884d9511f04b9779:0xcff521bc5162ad6!8m2!3d37.2283843!4d-80.4234167"
target="_blank">Blacksburg, Virginia</a>
</li>
</ul>
</div>
</div>
</aside>
</body>
<script src="https://use.fontawesome.com/bc5d70853c.js"></script>
</html>