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

Amritha Menon

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

Available to hire

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

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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Language

Work Experience

Software Development Engineer 2 (Machine Learning Engineer) at Amazon
July 1, 2021 - Present
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.
Software Engineer 2 at General Insurance
August 1, 2019 - September 30, 2020
Partnered with teams to build a pipeline for issuing electronic insurance policies for amazon.in.
Senior Software Engineer at Intuit India
January 1, 2016 - May 31, 2019
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.
Graduate Engineer Trainee at Mercedes Benz Research and Development India Private Limited (MBRD I), Bangalore
June 1, 2015 - December 31, 2015
Worked on an internal tool for the upcoming power transmission ECU for trucks, based on PHP and MySQL.

Education

B.Tech in Computer Science and Engineering at College of Engineering, Trivandrum, Kerala
January 1, 2011 - December 31, 2015

Qualifications

AISCCe (All India Sr Secondary Certificate Examination) 2011 - top 0.1% (English Core, Chemistry, Computer Science)
January 1, 2011 - January 1, 2011
AISSE 2009 - top 0.1% (English, Computing & Mathematics) and scholarship
January 1, 2009 - January 1, 2009
Richard E Merwin Scholarship (Computer.org) - Winner
January 1, 2014 - January 1, 2014
CBSE Central Sector Scholarship Scheme (CSSS)
January 11, 2030 - July 24, 2026
CBSE Merit Scholarship for Single Girl Child (for 2 years)
January 11, 2030 - July 24, 2026

Industry Experience

Software & Internet, Computers & Electronics