Amritha Menon
Machine Learning Engineer & Software Engineer with 9+ years of experience building scalable AI and cloud-based applications.
About
Machine Learning Engineer & Software Engineer with 9+ years of experience building scalable AI and cloud-based applications. Over the past 3 years, I’ve focused on production machine learning, computer vision, and LLM-powered systems. My experience includes developing agentic AI solutions, web automation, defect detection systems, ML and data pipelines, and computer vision applications using object detection and segmentation.
I specialize in Python, Java, AWS, and scalable backend architectures. I’ve worked across the full software development lifecycle—from designing cloud infrastructure and APIs to deploying production ML systems that serve millions of users.
Whether you need an AI prototype, an LLM application, ML pipelines, backend services, or cloud-native solutions, I can help deliver robust, production-ready systems with a strong focus on scalability, maintainability, and business impact
- 10 years' experience
- Joined July 2026
Industry experience
- Software & Internet
- Computers & Electronics
Work experience· 4 roles
Building machine learning solutions for web-based agentic navigation and defect detection. Worked on backend engineering to build data and machine learning pipelines. Developed Color Swatches pipeline for Amazon Search page using computer vision with object detection and segmentation. Built new widgets for the International Tech Expansion team for the search experience.
Partnered with teams to build a pipeline for issuing electronic insurance policies for amazon.in.
Developed applications and services for the Help and Care platform for QuickBooks product, including Java/React-based front ends and Ruby on Rails/Python services. Acted as a DevOps engineer using Chef, Jenkins, and AWS, and contributed to manual and automated testing for involved projects.
Education
Certifications and awards· 5
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