# Ankush Ransiwal > Machine Learning Infrastructure at Tinder Location: San Francisco Bay Area, United States Profile: https://flows.cv/ankush > Worked on various agile software teams collaborating with customers to develop robust and maintainable software solutions for their unique requirements, timelines, and budgets. > In the last 3 years, I have developed multiple products from the ground up with different global teams. > Experience in developing full-stack applications in Java and Javascript with frameworks such as React, Angular, Node.js, and Vue.js. > Experience building end-to-end Cloud Infrastructure products using Python and AWS to process and compute a large scale of data. ## Work Experience ### Software Engineer III, Machine Learning @ Tinder Jan 2026 – Present | Palo Alto, California, United States ### Software Engineer II, Machine Learning @ Tinder Jan 2023 – Jan 2026 | Palo Alto, California, United States Machine Learning Infrastructure Engineer • Building large-scale LLM serving and inference systems for Tinder ### Software Development Engineer Intern @ Amazon Jan 2022 – Jan 2022 | Palo Alto, California, United States • Designed a data-intensive Python Lambda to stream and process Amazon Ads data for frequency management. • Automated the verification of over 4.5 million ads every day, enhancing machine-learned models’ performances. • Adopted serverless functions with event-driven DynamoDB Streams to process data and store results in S3 Bucket. • Employed Typescript CDK to manage the AWS cloud infrastructure while ensuring scalability and fault tolerance. • Researched various technologies and presented the solution to Amazon’s Ads teams in an org-wide Tech Talk. ### Software Engineer @ Deloitte Jan 2019 – Jan 2021 | Mumbai Area, India • Enhanced code redundancy and load time by up to 40% by implementing Lazy Loading and reusable UI components. • Achieved over 90% unit and integration test coverage for six modules adopting Karma and Jasmine test framework. • Spearheaded the design and development of a full-stack Timesheet application using Vue.js, PostgreSQL, and Node.js to automate employee time sheets for thousands of users, saving over 10 person-hours every week. • Implemented RESTful APIs leveraging Node.js framework while choosing the right HTTP methods, headers, and response codes to ensure idempotency and graceful API retries. • Awarded Move The Dot and Live The Dot for outstanding work commitment and leadership in various projects. ### Software Engineer Intern - Mobile @ Trivia Softwares - India Jan 2018 – Jan 2018 | Mumbai Area, India • Built a health tracker android application to generate users’ BMI values and recommend a dietary plan. • Worked with SQLite database to manage user data and Android Studio utilizing Java as a development environment. ### Software Engineer Intern - FullStack @ Edernity Initiatives Pvt. Ltd Jan 2017 – Jan 2017 | Mumbai Area, India • Developed and designed a full-stack blogging application utilizing Javascript, Java Spring Boot, and MySQL. • Improved security with single sign-on for authentication and session management using JSON Web Tokens (JWT). • Implemented caching using Ehcache, leading to a 50% faster response time, thereby improving user experience. ## Education ### Master's degree in Computer Science UC Irvine Jan 2021 – Jan 2022 ### Bachelor of Engineering in Information Technology University of Mumbai Jan 2015 – Jan 2019 ## Contact & Social - LinkedIn: https://linkedin.com/in/ankushransiwal --- Source: https://flows.cv/ankush JSON Resume: https://flows.cv/ankush/resume.json Last updated: 2026-03-20