Senior AI Solution Architect

Agentic AI & Orchestration Frameworks

Experience building multi-step workflows where an AI agent uses APIs (tools) to complete a task, rather than just generating text.

• Vertex AI Agent Builder
• LangChain
• LangGraph
• CrewAI
• AutoGen

Vertex AI & MLOps Lifecycle

Expertise in productionizing models on GCP, including Model Drift detection and automated retraining pipelines.

• Vertex AI Pipelines
• Model Registry
• Feature Store
• Model Monitoring
• CI/CD for ML

GCP Data Lakehouse Architecture

Experience unifying Data Lakes with Data Warehouses into a single Lakehouse on GCP.

• BigQuery (BigQuery ML and BigLake)
• Dataproc
• Dataflow
• Medallion Architecture (Bronze/Silver/Gold)

Generative AI & RAG (Retrieval-Augmented Generation)

Evidence of building RAG architectures where an LLM retrieves real-time data from a database to provide accurate, non-hallucinated answers.

• Gemini (Pro/Flash)
• Vector Databases (Vertex AI Search & Conversation)
• Prompt Engineering
• Embeddings

Cross-Functional Technical Leadership

Experience bridging business ROI and technical implementation, including presenting to CXOs and mentoring data engineering teams.

• Reference Architectures
• Stakeholder Management
• Solution Blueprints
• Cost Optimization (FinOps)
• Vendor/Tool Evaluations for GenAI