Hey, I am Shikha Saxena
Senior Applied AI Engineer with Product Manager experience |
Data Platforms & Healthcare AI
Built AI platforms serving 300K+ daily users
Delivered 83% performance improvements through intelligent architecture
Led cross-functional teams across government healthcare products
Get In Touch
Data & AI Product Impact
Healthcare Data Platform Modernization
  • Cross-functional leadership and Stakeholder (30+) alignment
  • 300K daily users enabled
  • 25% performance improvement
  • Data stack: Databricks + Snowflake + Tableau self-service analytics
Multi-Agent AI Operations Platform
  • Emerging tech adoption
  • Rapid prototyping
  • System architecture
  • Intelligent workflow coordination across 3 departments
  • AWS Bedrock Agents + Vo by Vercel + Replit AI coding
Demand Forecasting Product (0-to-1)
  • Product discovery
  • Technical tradeoffs
  • MLOps deployment
  • Resource optimization for large-scale enrollment operations
  • Prophet + Spark + production monitoring + dashboard design
Crisis-to-Success Platform Transformation
  • Architecture redesign
  • Team coordination
  • 83% performance improvement (9hrs → 1.5hrs)
  • 150M+ records
  • 2x Company Excellence Awards
  • Production stability achieved
AI Marketing Intelligence Strategy
  • Technical feasibility analysis
  • Business case development
  • Cross-platform integration strategy (Salesforce Marketing Cloud + Databricks)
  • 10% conversion improvement projection
  • Strategic roadmap influence
Case Studies
Demand Forecasting Platform
(0-to-1)
Challenge
Large-scale platform needed demand prediction capabilities for resource optimization during peak usage periods.
My Product Approach
• Evaluated ML approaches: chose interpretable time series over black-box models
• Built stakeholder consensus through discovery workshops with 30+ teams
• Designed MLOps architecture for production deployment and monitoring
• Created user interface wireframes connecting predictions to operational decisions
Results & Impact
• Delivered 0-to-1 product from concept to production
• Enabled optimized resource allocation for hundreds of thousands of users
• Achieved stakeholder adoption and operational integration
• Established reusable ML infrastructure for future products
Enterprise Data Platform Transformation
Product Challenge
Modernize legacy data infrastructure serving large user base with performance and scalability issues.
My Technical Product Strategy
• Architecture Decision Framework: Evaluated cloud-native vs hybrid approaches
• Stakeholder Alignment Process: Coordinated across multiple organizational units
• Technology Selection: Modern data stack with self-service capabilities
• Change Management: Gradual capability rollout with user training
Business Outcomes
• Significant performance improvements and cost optimization
• Enabled self-service analytics for technical teams
• Reduced operational complexity and maintenance overhead
• Created foundation for advanced analytics capabilities
Technical Expertise & Recognition
Skills:
  • Agentic AI/Multi-Agent Systems
  • ML Pipeline Engineering
  • User Research & Product Tech Design
  • Product Delivery & Iteration
Tools:
  • AWS (Lex V2, Bedrock, Sagemaker)
  • Databricks (MLflow, PySpark)
  • Prototyping (Replit, Vo)
  • Gen AI & Agentic AI Product Management
  • AWS Bedrock & Databricks Platform
Click "Certifications" to view details.
Recognition:
  • 2+ Company Excellence Awards (ETL architecture transformation)
  • Hackathon Winner: Climate AI (QLIK), NLP classification
  • Leadership Appreciation: Complex technical delivery under pressure (ML/AI)
Leadership & Influence
Thought Leadership
  • Innovation Advocacy: Responsible AI framework development
Training
  • AWS Lex V2 with RAG: Trained 34+ colleagues (6-day curriculum)
  • AI Product Tools: Trained 60+ Product Managers (volunteer)
Coordination
  • Stakeholder Alignment: 30+ teams across marketing, sales, service
  • Security & Compliance: 9 teams (security, network, government, vendors)
  • Discovery Leadership: Led comprehensive technical requirement gathering
Pitch Decks
LLM Evaluation Assistant
Stay Connected
Email
shikhasaxena7feb@gmail.com