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Brock Allen
2024-01-12 08:03:19 -08:00
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<!DOCTYPE html> <!DOCTYPE html>
<html> <html>
<head> <head>
<meta charset="utf-8" /> <meta charset="utf-8" />
<link <link rel="stylesheet" type="text/css"
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@@ -28,24 +26,21 @@
<div class="details"> <div class="details">
<header> <header>
<h3>Deep Learning Engineer</h3> <h3>Deep Learning Engineer</h3>
<span class="place" <span class="place"><a href="https://www.amazon.com/" target="_blank">Lab126 - Hardware Compute
><a href="https://www.amazon.com/" target="_blank">Lab126 - Hardware Compute Group</a></span Group</a></span>
> <span class="location"><a
<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" 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" target="_blank">Sunnyvale, CA</a></span>
>Sunnyvale, CA</a
></span
>
</header> </header>
<div> <div>
<ul> <ul>
<li> <li>
Designed and implemented an RTOS and Linux stack to drive a custom NPU. Designed and implemented an RTOS and Linux stack to drive a
custom NPU.
</li> </li>
<li> <li>
Brought up BSP for various SoCs that contain custom hardware IPs. Brought up BSP for various SoCs that contain custom hardware
IPs.
</li> </li>
<li> <li>
Enabled anonymous metrics for millions of devices in field. Enabled anonymous metrics for millions of devices in field.
@@ -54,45 +49,52 @@
Developed TVM Compiler backend for custom ML accelerator. Developed TVM Compiler backend for custom ML accelerator.
</li> </li>
<li> <li>
Developed framework to offload non-linear ML operators to a deeply embedded Risc-V core. Developed framework to offload non-linear ML operators to a
deeply embedded Risc-V core.
</li> </li>
<li> <li>
Developed an ML runtime for memory constrained systems. Under 20KB Developed an ML runtime for memory constrained systems. Under
</li> 20KB
<li>
Designed cache optimizations for ML runtime.
</li> </li>
<li>Designed cache optimizations for ML runtime.</li>
</ul> </ul>
<h4>Products Delivered</h4> <h4>Products Delivered</h4>
<ul> <ul>
<li> <li>
<span> <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> <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> </span>
</li> </li>
<li> <li>
<span> <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> <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> </span>
</li> </li>
<li> <li>
<span> <span>
<a href="https://www.amazon.com/Blink-Outdoor-4/dp/B0B1N5HW22" target="_blank">Blink Outdoor 4 - Small NPU runs CV</a> <a href="https://www.amazon.com/Blink-Outdoor-4/dp/B0B1N5HW22" target="_blank">Blink Outdoor 4 - Small
NPU runs CV</a>
</span> </span>
</li> </li>
<li> <li>
<span> <span>
<a href="https://ring.com/products/mini-indoor-security-camera-plug-in" target="_blank">Ring Indoor Cam - Small NPU runs CV</a> <a href="https://ring.com/products/mini-indoor-security-camera-plug-in" target="_blank">Ring Indoor
Cam - Small NPU runs CV</a>
</span> </span>
</li> </li>
<li> <li>
<span> <span>
<a href="https://www.amazon.com/All-new-Echo-Show-5/dp/B09B2SBHQK" target="_blank">Echo Show 5 - CV and ASR</a> <a href="https://www.amazon.com/All-new-Echo-Show-5/dp/B09B2SBHQK" target="_blank">Echo Show 5 - CV
and ASR</a>
</span> </span>
</li> </li>
<li> <li>
<span> <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> <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> </span>
</li> </li>
</ul> </ul>
@@ -100,21 +102,17 @@
</div> </div>
</section> </section>
<section class="blocks"> <section class="blocks">
<div class="date"><span>July. 2019</span><span>April. 2018</span></div> <div class="date">
<span>July. 2019</span><span>April. 2018</span>
</div>
<div class="decorator"></div> <div class="decorator"></div>
<div class="details"> <div class="details">
<header> <header>
<h3>Embedded Software Engineer</h3> <h3>Embedded Software Engineer</h3>
<span class="place" <span class="place"><a href="https://www.amazon.com/" target="_blank">Architecture and Technology</a></span>
><a href="https://www.amazon.com/" target="_blank">Architecture and Technology</a></span <span class="location"><a
>
<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" 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" target="_blank">Sunnyvale, California</a></span>
>Sunnyvale, California</a
></span
>
</header> </header>
<div> <div>
<ul> <ul>
@@ -122,17 +120,17 @@
Bare Metal application development and FPGA prototyping. Bare Metal application development and FPGA prototyping.
</li> </li>
<li> <li>
Emulator development and integration into Speech recognition stack. Emulator development and integration into Speech recognition
</li> stack.
<li>
Device Driver Development.
</li> </li>
<li>Device Driver Development.</li>
</ul> </ul>
<h4>Projects Delivered</h4> <h4>Projects Delivered</h4>
<ul> <ul>
<li> <li>
<span> <span>
<a href="https://www.mediatek.com/blog/amazon-az1-neural-edge-processor-powered-by-mediatek" target="_blank">AZ1 - Neural Edge Processor</a> <a href="https://www.mediatek.com/blog/amazon-az1-neural-edge-processor-powered-by-mediatek"
target="_blank">AZ1 - Neural Edge Processor</a>
</span> </span>
</li> </li>
</ul> </ul>
@@ -140,32 +138,28 @@
</div> </div>
</section> </section>
<section class="blocks"> <section class="blocks">
<div class="date"><span>April. 2018</span><span>July. 2016</span></div> <div class="date">
<span>April. 2018</span><span>July. 2016</span>
</div>
<div class="decorator"></div> <div class="decorator"></div>
<div class="details"> <div class="details">
<header> <header>
<h3>Embedded Software Engineer</h3> <h3>Embedded Software Engineer</h3>
<span class="place" <span class="place"><a href="https://www.ti.com/" target="_blank">Texas Instruments -
><a href="https://www.ti.com/" target="_blank">Texas Instruments - Connectivity</a></span Connectivity</a></span>
> <span class="location"><a target="_blank">San Diego, California</a></span>
<span class="location"
><a
target="_blank"
>San Diego, California</a
></span
>
</header> </header>
<div> <div>
<ul> <ul>
<li> <li>
Developed a Sensor to Cloud demo application to showcase Zigbee network. Developed a Sensor to Cloud demo application to showcase
Zigbee network.
</li> </li>
<li> <li>
Contributed to development of the IEEE 802.15.4 MAC network stack. Contributed to development of the IEEE 802.15.4 MAC network
</li> stack.
<li>
Designed a Voice Over IEEE 802.15.4 application.
</li> </li>
<li>Designed a Voice Over IEEE 802.15.4 application.</li>
<li> <li>
Designed an Over the Air Download extension for TI firmware. Designed an Over the Air Download extension for TI firmware.
</li> </li>
@@ -174,12 +168,14 @@
<ul> <ul>
<li> <li>
<span> <span>
<a href="https://www.ti.com/document-viewer/lit/html/SSZTA22"target="_blank">Sensor To Cloud - Sending All Data to One Place</a> <a href="https://www.ti.com/document-viewer/lit/html/SSZTA22" target="_blank">Sensor To Cloud -
Sending All Data to One Place</a>
</span> </span>
</li> </li>
<li> <li>
<span> <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> <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> </span>
</li> </li>
</ul> </ul>
@@ -214,7 +210,8 @@
</li> </li>
<li> <li>
<i class="fa fa-map-marker"></i> <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> <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> </li>
</ul> </ul>
</div> </div>
@@ -230,7 +227,10 @@
<h3>Other</h3> <h3>Other</h3>
<ul> <ul>
<li> <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 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> </li>
</ul> </ul>
</div> </div>
@@ -256,7 +256,8 @@
</li> </li>
<li> <li>
<i class="fa fa-map-marker"></i> <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> <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> </li>
</ul> </ul>
</div> </div>
@@ -264,4 +265,5 @@
</aside> </aside>
</body> </body>
<script src="https://use.fontawesome.com/bc5d70853c.js"></script> <script src="https://use.fontawesome.com/bc5d70853c.js"></script>
</html> </html>