##### **SDE II - Dex, Appstore (Oct 2021 - Aug 2023)**

Software Engineer in Appstore team for Windows, enabling developers to reach windows users for their Apps.

* Design and implemented window manipulation for Automatic testing of Android Apps on Windows, around 200K apps will be tested using the same.

* Improved UX for promotion portal on App store retail page and Developer portal

* Optimised the queries and data retrieval time for App details by 50%

* Mentored an intern and contributed in project planning in Agile

Amazon - work details

##### **1. SDE I - Apps Scanner Team (June 2016 – Sep 2017)**

Cloud developer for Mobile Apps scanner Team

* URLs rating aggregation for False-Positives and False-Negatives

* Email reporting for cumulative download stats (different sources) from the service logs

* Improved pipe-filter design to reduce the memory footprint of apk metadata processing

* Increased the throughput of the app scanner by reducing repeat scanning of the Android Apps up to 5000 per day

##### **2. SDE I - SafeConnect (VPN Security App) Development Team (Oct 2017 – Dec 2018)**

Android Software Engineer in Safe Connect - A VPN Produce Development Team

* Created the VPN interfaces for the end-product (Android) to consume

* Developed custom Network state-machine to support Auto-start VPN and Activity-log features

##### **3. SDE II - Secure Home Platform Partner Team (Jan 2019 – Sep 2021)**

Software Engineer in Cloud and Android for the Secure Home Platform for the customer.

* Reduced the partner-specific changes by 50% by generalizing the custom changes in the core solution

* Fixed the critical subscription failure cases that led to DDOS-like attack from the routers

* Implemented scalable custom feature-set module to support different router models and versions

* Decreased Database storage and Network calls up to 40% for a Router API by optimizing data flow design

McAfee - work details

Software Engineer

Text summarization in 5 steps using NLTK

In this article, I'll walk through a simple implementation of extractive text summarization in Python

Text Summarization using TF-IDF

In the Article Text summarization in 5 steps using NLTK, we saw how we summarize the text using Word Frequency Algorithm.

Featured my python cheatsheet

Cited my opensource project

Bootstrapping LessenText - A Text summarization tool to increase productivity for readers.

LessenText

Pythonizr is a tool to generate boilerplate code for the machine learning development. Few clicks and you are ready to ML!
The project requires scikit-learn library for python. You can install using requirements.txt file

Pythonizr

Worked as a Software Engineer 2 at Developer Experience Team at Amazon into multiple streams from Ads, Promotion Portal and Windows Subsystem for Android.

SDE 2

Worked as a Software Engineer across different security projects using different tech-stack.

Akash Panchal

2023