Big Data

Summary

AWS Certified Solutions Architect Professional
Databricks Certified Data Engineer - Professional
Principal AI Systems Architect and Data Engineer with 20+ years of enterprise technology experience, specializing in AI/ML platform design, Gen AI (LLM/RAG) architecture, and large-scale distributed data systems. Proven track record architecting mission-critical data and AI solutions for global financial institutions including HSBC, Bank of America, and Huntington Bank. Deep expertise in vector databases, embeddings pipelines, knowledge graph integration, and MLOps for production AI systems. AWS Certified Solutions Architect Professional and Databricks Certified Data Engineer. Combines rigorous engineering discipline with a financial services domain lens to deliver scalable, cost-aware, production-ready AI platforms.

Expectations

With an extensive background in architecting large-scale cloud data solutions, executing multi-terabyte on-premises to cloud migrations, and managing complex infrastructure integrations, I am targetting roles such as Principal AI Architect or Senior Manager.

Employment Preferences

Expected Base Salary

**0,000 USD

Expected Total Compensation

**0,000 USD

Academic Degree

Experience

Skills

• RAG Architecture
• LLM System Design
• Embeddings Pipelines
• Agentic Frameworks
• Prompt Engineering
• Amazon Bedrock
• LangChain
• LlamaIndex
• Pinecone
• Pgvector
• PostgreSQL
• ChromaDB
• Neo4j
• Knowledge Graph Integration
• MLflow
• SageMaker
• Databricks MLflow
• Feature Stores
• Model Registry
• CI
• CD For ML
• Cost-aware AI Architecture
• Claude Code
• Claude API
• Apache Spark
• Databricks
• PySpark
• Delta Lake
• Kafka Streaming
• AWS Glue
• EMR
• Python
• Expert
• SQL
• Scala
• Shell Scripting
• AWS
• Multi-cloud Concepts
• AWS Bedrock
• S3
• Lake Formation
• Regulatory Reporting
• BCBS 239
• CCAR
• AML
• KYC Data
• Risk Aggregation
• Core Banking Integration