Java, Correlation, Public Cloud, Pl Sql, J2EE, Jira, Agile, Python, Root Cause Analysis, SLA monitoring, Fault Management, TMF API Standards, Safe, Topology Visualization, OSS Service Assurance, ProductBoard, TMF ALN4, Inventory Management, Kubernetes-based deployments, Service Monitoring, cloud-native microservices architecture, Performance Management, 3GPP standards

Data Integration, Agile Scrum, AI tools, Data Analysis, Product Management, Clinical workflows, Healthcare interoperability

Software Development, System Design, Integrations, AI-powered products, Gainsight PX, AI tools, Product management, Pendo, Mixpanel, Analytics platforms

graph databases , BigQuery, Schema Design, Data Modeling, Sql, Data Quality, Dataproc, data pipelines, JSON-LD, API-first development, entity resolution frameworks, data engineering concepts, Knowledge Graphs, ontologies, Observability, Monitoring

Sql, Rapid Prototyping, AI tools, Booking, analytics platforms, post-booking journeys, API-based products, flight search, NDC, retrieval systems, LLM APIs, airline GDS, Ticketing, experimentation, travel-supplier integrations, AI agents, AI product evaluation, prompt design

embedded analytics , change data capture , Data Modeling, Permissions, Apis, query engines, developer platforms, in-process analytics, serving layers, data quality governance, modern data architectures, Text-to-SQL evaluation, source systems, data ingestion, observability, downstream activation, AI products, lakehouse-style storage, safe action execution, data platforms, querying, analytics products, extensibility, DuckDB, natural-language querying, event streams, SDKs, infrastructure products

trials , AI-powered products, Go-to-market sequencing, Product analytics, B2B SaaS, monetization, Pricing, Growth, Rollout planning, Packaging

Saas, Scrum, Enterprise Software, Agile Methodologies, Product Management, Kanban, User Feedback, Retail Dealership Software, Stakeholder Management, Technical Fluency, Workflow Products