Manya Setia
Sunnyvale,USA
Summary
Dynamic and results-oriented Senior Software Engineer with over 7 years of experience in full-stack development, machine learning engineering, and cloud technologies. Adept at designing, implementing, and scaling software systems that deliver tangible business impact. A proven leader with expertise in mentoring teams, driving operational excellence, and contributing to high-profile projects in fast-paced environments. Experienced in conducting over 100 SDE interviews to support hiring processes. Proficient in multiple software development methodologies, including Agile, Kanban, and hybrid models.
Qualified Senior Software Engineer with robust background in software development engineering. Demonstrated success in designing and implementing effective software solutions, contributing to multiple high-impact projects. Proven ability to leverage coding skills and problem-solving capabilities to enhance team productivity and drive results.
Overview
8
8
years of professional experience
Work History
Software Development Engineer II (Machine Learning Engineer)
AMAZON.COM
01.2023 - Current
- 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%
Software Development Engineer II
AMAZON.COM
01.2022 - 01.2023
- 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 leadership, successfully securing project funding for MLP features
- Conducted code reviews and provided constructive feedback to ensure high code quality standards
- Resolved 50+ issues and bugs as part of on-call rotation, serving as the first point of contact for the client teams
Software Development Engineer II
AMAZON.COM
01.2019 - 01.2022
- 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
- Collaborated with Tier-1 cross-functional teams to ensure project success and alignment
- Mentored three 6-month interns, successfully converting two to a full-time position
- Resolved 100+ issues and bugs as part of on-call rotation, serving as the subject matter expert for 'Warranty' and 'Recurring Services' business verticals
Software Development Engineer
AMAZON.COM
01.2017 - 01.2019
- 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
Education
Bachelor of Engineering (Hons.) - Computer Science
BIRLA INSTITUTE OF TECHNOLOGY AND SCIENCE (BITS Pilani)
India01.2017
Skills
- Java
- Python
- C
- JavaScript
- Typescript
- React
- SQL
- EC2
- Lambda
- Batch
- S3
- DynamoDB
- Timestream
- MemoryDB
- RDS
- VPC
- Cloudfront
- Route 53
- API Gateway
- Step Functions
- SNS
- SQS
- Managed Apache Airflow
- CodeWhisperer
- CloudWatch
- CloudFormation
- AWS Config
- Athena
- Amazon OpenSearch Service
- QuickSight
- EMR
- IAM
- Cognito
- Secrets Manager
- Amazon SageMaker
- Amazon Bedrock
- Object-oriented programming
- API development
- Backend development
- Git workflow
- Web application development
- Distributed systems
- Software architecture design
- Unit testing
- Algorithm development
- Microservices architecture
- Scrum framework
- Responsive web design
- Refactoring code
- Debugging techniques
- Application design
- Documentation management
- Multithreading techniques
- Configuration management
- Data structure optimization
- Project management
- Cross-functional collaboration
- Concurrency management
- Program debugging
- Integration testing
- Behavior-driven development
- Software security
- End-to-end testing
- Cloud architecture design
- Agile methodologies
- Automated testing
- Big data processing
- Dependency management
- RESTful services
- Feature development
- Application monitoring
- Full-stack development
- Design and development
- Framework integration
- Code optimization
- Continuous deployment
- Deployment support
- Software testing
- Version control systems
- Documentation standards
- Continuous integration
- Software debugging tools
- Microservice design
- API integration
- Git proficiency
- Library design
- Machine learning
- Software development
- Code review
Websites
Additional Information
Java, Python, C, JavaScript, Typescript, React, SQL, EC2, Lambda, Batch, S3, DynamoDB, Timestream, MemoryDB, RDS, VPC, Cloudfront, Route 53, API Gateway, Step Functions, SNS, SQS, Managed Apache Airflow, CodeWhisperer, CloudWatch, CloudFormation, AWS Config, Athena, Amazon OpenSearch Service, QuickSight, EMR, IAM, Cognito, Secrets Manager, Amazon SageMaker, Amazon Bedrock, Certified in Machine Learning, LLM Training (AWS Machine Learning University), Rising Star Award (11/2019)
Timeline
Software Development Engineer II (Machine Learning Engineer)
AMAZON.COM
01.2023 - Current
Software Development Engineer II
AMAZON.COM
01.2022 - 01.2023
Software Development Engineer II
AMAZON.COM
01.2019 - 01.2022
Software Development Engineer
AMAZON.COM
01.2017 - 01.2019
Bachelor of Engineering (Hons.) - Computer Science
BIRLA INSTITUTE OF TECHNOLOGY AND SCIENCE (BITS Pilani)
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