Machine Learning Manual Testing

ABHISHEK D.

SDET-Lead

925-***-**** ******************@*****.***

Seattle

EXPERIENCE

SDET- Lead

Holland America Line- Full time

**/**** - ******* ******* *******, WA

Lead and manage the QA team comprising manual testers and SDET's to ensure effective execution of testing strategies.

Developed Deep learning framework using pytorch, python to auto fix the script failures which saves script fixing time.

Deploy product in redhat, suse linux, and performance testing. Developed and implemented comprehensive strategies to transition from manual to automation testing, reducing manual testing time and saved the time and increased revenue by ~4+% every quarter.

Build Rest API Automation project from beginning using Java, Rest Assured, Json Unit, TestNG, Gradle.

Optimized documentation and reporting preparation procedures which cut down reporting time by 20%.

Ran over 6000 regression tests by constructing cucumber Java junit framework which identified 20 minor and 7 major defects early on. Lead Consultant

Levi Strauss & Co Contractor- Xebia

01/2019 - 08/2021 SanFrancisco, California

Championed automated testing in Rest Assured Java TestNG for backend and Webdriver IO Typescript for UI by bringing up test coverage and setting examples, making engineers less stressed, the product more robust, and customers happier.

Built iOS and Android Automation project from beginning using Appium Java Selenium Cucumber.

Planned, executed, analyzed, and reported Backend Micro-service performance tests using JMeter, New Relic, ELK.

Created proposals on ways to automate cleaning up of tech debt, first convincing then collaborating with management to create initiatives. Conducted root cause analysis of server errors and bugs through Docker containers, New Relic dashboards, server logs, and MySQL. Ran the shift left testing frameworks catching 8 high P1 bugs, 12 critical, 38 major, and 42 minor bugs which saved the company ~$150k/yr. Mentored other engineers in Rest Assured by creating videos and documentation of best practices in Confluence.

Senior Engineer

Emirates Innovation Center Contractor- Xebia

08/2017 - 12/2018 Dubai, UAE

Led Lab2 in the Emirates Innovation lab as a Lead

Wrote Python scripts implementing the K Cross fold validation for machine learning models.

Deployed validation of machine learning models using Precision-recall curves as the data was imbalance so as to get the trade-offs between precision and recall across different thresholds.

Restructured and improved the existing test automation framework resulting in a 20% reduction in time spent conducting testing and consolidated automated test.

Reduced the time spent on manual testing by 80% with majorly driven by left shift automated testing.

SUMMARY

Collaborative, Proactive Engineer Software engineer with 13+ years of experience from midsize and

bigtech companies, uses empathy to create scalable, maintainable software that powers delightful user

experiences. Applying expertise towards boosting

revenue and Reducing operational cost through

targeted quality assurance processes.

TRAINING / COURSES

Generative Al with Large language model

Coursera- March 2024

Credential ID VMC9KK2GH5TS

Managing in the global digital economy-

Wharton Business Consulting - March 2022

SKILLS

Android Api Api testing Appium

Automated Testing Automation testing

Confluence Containers Cucumber

Cypress Deep Learning Docker

New Relic Gradle Ios Java

Java Spring Javascript Jenkins

JMeter JUnit Linux

Machine Learning Manual Testing

MySQL TypeScript

Performance Testing Python PyTorch

Quality Assurance Redhat Rest

Rest API Rest Assured Selenium

Selenium webdriver Spring Boot

Spring Framework Suse

Test Planning

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EXPERIENCE

Senior Software Engineer in Test

Reliance Industries- Home Shop 18- Full Time

01/2015 - 07/2017 Pune, India

Spearheaded the integration of Selenium WebDriver for efficient browser automation and test execution within the testing frameworks taking the automation test coverage from 0% to 70%.

Improved page latency by 60% (8 sec to 3 sec) for tools and generated key metrics for tracking usage and operational metrics. Innovated test automation solutions by incorporating cucumber REST Assured java junit for API testing and ensuring comprehensive test coverage across multiple layers of the application stack. Doubled production capability by implementing parallel test process saving 250 hours of work per year.

Expanded test coverage to mobile platforms by implementing Appium for mobile application testing, enabling seamless automation of iOS and Android applications.

Reduced the onboarding time of new associate by 30 days. Project Engineer

Wipro Technologies- Full Time

01/2011 - 01/2015 Pune, India

Solely responsible for authoring detailed test plans and test cases for new software features, improving the test coverage by 30%. Implemented and maintained the cucumber Behavior-Driven Development testing frameworks using Java spring boot for automated testing of web application which led to 50% reduction in integration issues. Conducted white box testing and code reviews ramping up the code quality and reducing the post release bug count by 18%.

EDUCATION

Master In Computer Science

Graphic Era University

2027 - 2010

KEY ACHIEVEMENTS

Esteemed Speaker

https://gtr2019.agiletestingalliance.org/s

peakers/

Reducing manual testing efforts by 70% and

accelerating release cycles.

Reduced defect rates by 30% by

implementing rigorous test strategies and

identifying critical issues early in the

development process.

Enhanced test execution efficiency by

implementing parallel test execution, which

reduced overall test runtime by 45% and

expedited the release process.

Increased test coverage by 40% through the

development of comprehensive integration,

and end-to-end test cases.

Optimized CI/CD pipeline by integrating

automated tests with Jenkins, resulting in a

50% reduction in deployment time.

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