Sakshi Sinha
Senior Product Manager | Generative AI | Digital Transformation | SaaS | Agile | Stakeholder Management
Bengaluru
Summary
Product leader specializing in Generative AI and SaaS product development across healthcare, BFSI, and risk management. Skilled at defining product strategies, launching GenAI-driven features, and aligning cross-functional teams to business goals. Delivered impactful features involving LLMs, RAG architecture, and NLP, while improving delivery velocity and unlocking $180K+ in business value. Adept at stakeholder communication, KPI tracking, and implementing ethical AI principles.
Overview
4
4
years of professional experience
2022
2022
years of post-secondary education
Work History
Senior Product Manager - Generative AI
MetricStream
07.2024 - Current
- Defined and owned product vision for a GenAI-powered risk platform used across multiple enterprise clients.
- Launched scoring model enhancements using JavaScript and LLM fine-tuning, improving accuracy by 30%.
- Integrated RAG architecture using AWS Lambda and S3, increasing decision-making insights for compliance use cases.
- Collaborated with design, engineering, and QA to deliver high-impact features, reducing sprint cycle time by 35%.
- Analyzed KPIs to reprioritize product roadmap and influenced $60K+ in annual recurring revenue.
- Facilitated Agile ceremonies using JIRA and Confluence to drive team alignment and execution.
- Designed AI solutions with governance protocols and explainability measures to enhance feature transparency.
Product Analyst - GRC SaaS & AI Modules
MetricStream
06.2022 - 06.2024
- Managed product backlogs for AI-integrated compliance modules in BFSI and pharma domains.
- Improved audit traceability by 40% using real-time dashboards with Postgres and MongoDB.
- Enabled role-based access control optimization, reducing SoD violations by 35%.
- Coordinated over 10 UATs with clients, reducing post-release defects by 20% and improving satisfaction scores.
- Collaborated with AI engineers to map datasets for LLM-based responses and decision automation.
Product Intern - Automation & Mobile Experience
MetricStream
06.2021 - 06.2022
- Automated data migration flows with Python and SQL, cutting manual effort by 40%.
- Enhanced mobile feature performance across iOS/Android platforms by 15%.
- Authored SOPs to reduce onboarding time for new team members by half.
Product Operations Intern
Microsoft
03.2021 - 05.2021
- Managed timelines for 15+ internal tools, increasing execution visibility by 30% across 4 cross-functional teams.
- Created 20+ leadership dashboards and reports using Excel and PowerPoint, improving stakeholder communication and trust.
- Standardized 5+ internal documentation workflows and sprint tracking templates, reducing delivery blockers and feedback delays by 25%.
Education
Bachelor's Degree - Computer Science
Chitkara University
Skills
- Product Strategy
- Roadmap Ownership
- Product Backlog Management
- User Story Writing
- Sprint Planning
- Agile Ceremonies
- Stakeholder Collaboration
- UAT Coordination
- Team Mentorship
- Fostering Innovation
- AWS
- Azure
- LLMs
- RAG Architecture
- Prompt Engineering
- Agent Orchestration
- AI/ML Platforms
- TensorFlow
- PyTorch
- AI-Driven Solutions
- Python
- SQL
- JavaScript
- HTML
- CSS
- Postgres
- MongoDB
- NoSQL
- Neo4j
- pgvector
- Angular
- Enterprise Software
- Healthcare
- BFSI
- GRC
- Agriculture
- Data-Driven Decision Making
- Responsible AI Practices
- JIRA
- Confluence
- GitHub
- Microsoft Project
- Excel
- PowerPoint
- Trello
Websites
Timeline
Senior Product Manager - Generative AI
MetricStream
07.2024 - Current
Product Analyst - GRC SaaS & AI Modules
MetricStream
06.2022 - 06.2024
Product Intern - Automation & Mobile Experience
MetricStream
06.2021 - 06.2022
Product Operations Intern
Microsoft
03.2021 - 05.2021
Bachelor's Degree - Computer Science
Chitkara University
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