Manya Setia

Senior Software Engineer

Bengaluru, Karnataka, India9 yrs experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building scalable ML systems for financial institutions.
  • Led development of generative AI shopping platform at Amazon.
  • Proven track record in mentoring and team leadership.
Stackforce AI infers this person is a Software Engineer specializing in E-commerce and Fintech with expertise in Machine Learning and Cloud Technologies.

Contact

Skills

Core Skills

Machine LearningGoogle Cloud Platform (gcp)Generative AiProject ManagementMicroservicesJavaBack-end Web Development

Other Skills

Python (Programming Language)Go (Programming Language)Version ControlBig DataPrompt EngineeringAmazon Web Services (AWS)Analytical SkillsLarge Language Models (LLM)Amazon Elastic MapReduce (EMR)LangChainTypeScriptReact.jsAWS Step FunctionsAWS LambdaFront-End Development

About

Senior Software Engineer with nine years of experience in distributed systems, machine learning, and cloud technologies. Contributed to the development of Amazon Rufus, the generative AI-powered conversational shopping platform. Core competencies include expertise in designing and launching software systems for business problems at scale, mentoring teams, driving operational excellence, leading high-impact projects, fostering collaborative team environments, and promoting a sustainable work-life balance. Currently helping banking institutions detect financial risk at Google Cloud Applied AI. Previous roles at Amazon Rufus, Amazon Robotics and Amazon Home Services underscore a track record of delivering scalable, high-impact software systems.

Experience

9 yrs
Total Experience
1 yr 9 mos
Average Tenure
--
Current Experience

Google

Senior Software Engineer

Oct 2025Apr 2026 · 6 mos · Bengaluru · Hybrid

  • Building distributed ML systems for financial institutions to help tackle money laundering
Python (Programming Language)Machine LearningGoogle Cloud Platform (GCP)Go (Programming Language)

Career break

Relocation

Jun 2025Sep 2025 · 3 mos

Amazon

4 roles

SDE II, Machine Learning (MLE)

Promoted

Jun 2023May 2025 · 1 yr 11 mos · Palo Alto, California, United States · On-site

  • Building Amazon Rufus, a new generative AI-powered conversational shopping experience.
  • https://www.aboutamazon.com/news/retail/amazon-rufus
  • Spearheaded the delivery of tools, and mechanisms to accelerate the deployment of LLM improvements to customers
  • Architected and implemented LLM Training Data Infrastructure, encompassing data cleaning, deduplication, indexing, prompt engineering, and multi-modality support
  • Developed an internal tool managing large pre-training datasets (2T+ tokens), enhancing data organization and accessibility across functional sub-teams, which improved collaboration and reduced data retrieval time by 40%.
  • Created an SDK enabling scientists to seamlessly integrate with the Data Catalog from Jupyter notebooks, significantly improving LLM deployment velocity by 35%
Project ManagementVersion ControlBig DataPython (Programming Language)Machine LearningPrompt Engineering+6

Software Development Engineer II

Promoted

Jun 2019Feb 2022 · 2 yrs 8 mos · On-site

  • Unified the customer experience for Delivery and Service order types, resulting in a 95 bps reduction in customer contacts
  • Led the development of 'Recurring Services' on Amazon.com, including the implementation of self-service features that reduced Customer Service Contacts by 40% for Recurring orders
  • Led the design, development, and rollout of ‘Warranty services’ which reduced customer friction in accessing warranty and insurance covered repairs for products purchased on the Retail website
  • Mentored three 6-month interns, successfully converting two to a full-time position
  • Resolved 300+ issues and bugs as part of on-call rotation, serving as the subject matter expert for ‘Warranty’ and ‘Recurring Services’ business verticals
Project ManagementVersion ControlAmazon Web Services (AWS)JavaScriptJava

Software Development Engineer

Jul 2017Jun 2019 · 1 yr 11 mos · On-site

  • Designed and implemented surfacing of scheduled appointment dates for 3P Self-Delivered Local orders across multiple platform pages
  • Spearheaded the design and development of multi-language support in buyer transactional notifications
  • Owned weekly tracking of org-level Operational Excellence goals and represented the team in review meetings
Version ControlAmazon Web Services (AWS)JavaScriptBack-End Web DevelopmentJava

SDE Intern

Jan 2017Jun 2017 · 5 mos · On-site

  • Developed a new self-service page on the Amazon Retail website for managing service orders.
  • Integrated the page with existing backend APIs.
Version ControlAmazon Web Services (AWS)JavaScriptBack-End Web Development

Amazon robotics

Software Development Engineer II

Feb 2022Jun 2023 · 1 yr 4 mos · Boston, Massachusetts, United States · Remote

  • Led a team of 4 engineers in designing and implementing an audit trail system for a Project Management application supporting Amazon Robotics technology deployments
  • Collaborated closely with product managers to translate customer needs into effective solutions for Amazon Robotics deployment engineers
  • Presented the team’s product to company leadership, successfully securing project funding for MLP features
  • Conducted code reviews and provided constructive feedback to ensure high code quality standards
  • Resolved 100+ issues and bugs as part of on-call rotation, serving as the first point of contact for the client teams
Project ManagementVersion ControlTypeScriptPython (Programming Language)React.jsAWS Step Functions+12

Samsung r&d institute india - bangalore private limited

Software Engineer Intern

Jun 2016Jul 2016 · 1 mo · Bangalore · On-site

  • Worked on Multiple Saliency Region Detection in an image; used BING++ algorithm (by Z. Zhang)

Semi conductor laboratory, mohali

Field-Programmable Gate Arrays Engineer

Jun 2015Jul 2015 · 1 mo · Mohali · On-site

  • Designed and implemented a Floating Point Arithmetic Unit in VHDL.

Education

Birla Institute of Technology and Science, Pilani

Bachelor of Engineering (BE) — Computer Science

Jan 2013Jan 2017

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