diff --git a/css/style.css b/css/style.css
index 8cac2db..d889cf4 100644
--- a/css/style.css
+++ b/css/style.css
@@ -18,7 +18,7 @@
   --page-width: 8.5in;
   --page-height: 11in;
   --page-top-padding: 0.25in;
-  --main-width: 6.4in;
+  --main-width: 6.3in;
   --sidebar-width: calc(var(--page-width) - var(--main-width));
   --decorator-horizontal-margin: 0.2in;
 
diff --git a/index.html b/index.html
index f03eedc..8def213 100644
--- a/index.html
+++ b/index.html
@@ -26,7 +26,7 @@
         <div class="details">
           <header>
             <h3>Deep Learning Engineer</h3>
-            <span class="place"><a href="https://www.amazon.com/" target="_blank">Lab126 - Hardware Compute
+            <span class="place"><a href="https://www.amazon.com/" target="_blank">Amazon 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"
@@ -39,22 +39,22 @@
                 custom NPU.
               </li>
               <li>
-                Brought up BSP for various SoCs that contain custom hardware
+                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.
+                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.
+                deeply embedded RISC-V core.
               </li>
               <li>
                 Developed an ML runtime for memory constrained systems. Under
-                20KB
+                20KB.
               </li>
               <li>Designed cache optimizations for ML runtime.</li>
             </ul>
@@ -63,8 +63,8 @@
               <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>
+                    Amazon device with AZ1 chip. Runs
+                    local ASR</a>
                 </span>
               </li>
               <li>
@@ -109,7 +109,7 @@
         <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="place"><a href="https://www.amazon.com/" target="_blank">Amazon Lab126 - 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>
@@ -117,20 +117,20 @@
           <div>
             <ul>
               <li>
-                Bare Metal application development and FPGA prototyping.
+                Bare metal application development and FPGA prototyping.
               </li>
               <li>
                 Emulator development and integration into Speech recognition
                 stack.
               </li>
-              <li>Device Driver Development.</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>
+                    target="_blank">AZ1 - Neural edge processor</a>
                 </span>
               </li>
             </ul>
@@ -152,16 +152,16 @@
           <div>
             <ul>
               <li>
-                Developed a Sensor to Cloud demo application to showcase
+                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 a voice over IEEE 802.15.4 application.</li>
               <li>
-                Designed an Over the Air Download extension for TI firmware.
+                Designed an over the air download and update extension for TI firmware.
               </li>
             </ul>
             <h4>Projects Delivered</h4>
@@ -169,13 +169,13 @@
               <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>
+                    Zigbee gateway with AWS integration</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>
+                    target="_blank">TI 15.4 Stack - IEEE 802.15.4 network stack</a>
                 </span>
               </li>
             </ul>