Shweta M.
TPM | Platform Management | Generative AI & LLM Ops | RAG, Fine-tuning & Inference Optimization | SAFe PO/PM | M.S. Data Science
- Role
- Sr Product Owner - Dmpg at Bread Financial
- Location
- Frederick, MD, US
- LinkedIn followers
- 500 followers
About Shweta M.
Technical Progrema Manager / AI POPM specializing in scalable Generative AI and LLM operations, with deep experience in RAG, model fine-tuning, and inference optimization. I’ve built GenAI workflow automation solutions using n8n, integrating LLMs, APIs, and enterprise data to drive measurable business impact.My background spans enterprise data Integration, management & governance, AI reliability, and cloud-based MLOps, with a focus on launching production-ready AI products in highly regulated environments. I partner closely with Data Engineering, Analytics and data science teams to balance innovation with compliance, ensuring robust, secure, and scalable AI deployments.Let’s connect if you’re interested in GenAI product strategy, LLM Ops, or ethical AI governance.
Experience
Sr Product Owner - Dmpg
Feb 2021 — Present · Washington, DC, US
Owned product roadmap for Data Science Platform Modernization and GenAI platform features, including RAG systems, prompt engineering tools, and LLM monitoring dashboards, improving model reliability and user satisfaction.Partnered with ML & Data engineers to design scalable LLM Ops workflows on Azure, drift detection, and cost-optimized deployments—reducing inference costs by 30%.Led implementation of an enterprise data observability framework in Azure Databricks, enhancing data quality detection by 45% and ensuring GDPR/FDIC compliance for AI models.Architected a data risk taxonomy across 10+ business units, implementing 400+ data controls within the first year to align AI initiatives with enterprise risk frameworks.
Education
Dr. Babasaheb Ambedkar Marathwada University, Aurangabad
Bachelor of Engineering - BE, Electrical and Electronics Engineering
Indiana University Bloomington
Master’s Degree, M.S. in Data Science
Skills
- Data Warehousing
- Sdlc
- Db2
- Etl
- Cobol
- Unix
- Vsam
- Testing
- Business Intelligence
- Unix Shell Scripting
- User Acceptance Testing
- Software Development
- Requirements Analysis
- Requirements Gathering
- Cics
- Agile Methodologies
- Informatica
- Sas
- Risk Management
- Big Data
- Datastage
- Datastage 8.1
- Netezza
- Sql
- Lean Software Development
- Agile
- Business Analysis
- Python
- R
- Extract, Transform, Load (Etl)
- Software Development Life Cycle (Sdlc)
- Jcl
- Ibm Db2
- Data Visualization
- Scrum
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