Aswith Sankarapu
Sociology
- Role
- Data Scientist at Walgreens
- Location
- New Delhi, DL, IN
- LinkedIn followers
- 500 followers
Experience
Data Scientist
May 2023 — Present · US
Designed and deployed AI/ML solutions for evaluating and grading Enterprise Architecture design documentation using AWS SageMaker and LangChain.• Built REST APIs with FastAPI and Python for architecture framework evaluation, ensuring compliance with design playbooks and improving quality metrics reporting.• Developed interactive UI/UX components to enhance usability of EA design documentation systems, driving adoption among users.• Automated CI/CD pipelines using Docker, AWS Lambda, and Azure DevOps for seamless deployment and monitoring of architecture solutions.• Integrated vector databases (ChromaDB, Pinecone) to support efficient retrieval and augmentation of architectural patterns and standards.• Implemented unit testing and real-time drift detection for deployed AI models, ensuring robustness and scalability in production environments.• Conducted model performance benchmarking and implemented feedback loops for continuous improvement.• Collaborated with cross-functional teams to align solutions with Enterprise Architecture goals, ensuring seamless integration across platforms.• Proactively identified opportunities to improve system scalability and ensured alignment with enterprise-level compliance requirements.• Presented results to stakeholders, simplifying technical concepts into actionable insights for strategic decision-making.
Education
University of Massachusetts Dartmouth
Master of Science - MS
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