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Emanuel Mallia

Data & AI Architect

Emanuel Mallia

End-to-end Data & AI Architect. Data platforms and AI systems that actually ship. From data and database architecture to production-grade AI systems.

PostgreSQLMySQLOracleSQL ServerAWS RedshiftSnowflakeApache AirflowdbtApache SparkApache KafkaKubernetesDockerTerraformAnsiblePythonMongoDBElasticsearchDataDogGrafanaPrometheusLangChainVector DBsMCPAI AgentsLLMsRAG PipelinesMulti-Agent SystemsAnthropic ClaudeData MeshReal-time PipelinesMLOpsELK Stack
PostgreSQLMySQLOracleSQL ServerAWS RedshiftSnowflakeApache AirflowdbtApache SparkApache KafkaKubernetesDockerTerraformAnsiblePythonMongoDBElasticsearchDataDogGrafanaPrometheusLangChainVector DBsMCPAI AgentsLLMsRAG PipelinesMulti-Agent SystemsAnthropic ClaudeData MeshReal-time PipelinesMLOpsELK Stack

Key Achievements

Years

architecting production data & AI systems

Revenue Enablement

data delivery driving business outcomes across industries

Production Systems

architected, operated, scaled

End-to-end

Data + AI Delivery

S&P 500, fintech, telecoms, gaming

Capabilities

Expertise

End-to-end delivery: from data infrastructure to AI intelligence. Building systems that scale, perform, and deliver real ROI.

Data & Database Architecture

End-to-end data platform design. From database selection to warehouse architecture, real-time pipelines to analytics infrastructure. Systems that scale and perform.

AI Delivery & Integration

Production AI systems that actually ship. AI agents, RAG pipelines, multi-agentic systems, LLM integration, and MCPs, built on solid data foundations. Beyond POC to real business value.

Technical Leadership

Bridging technical complexity and business outcomes. Data strategy, team building, and hands-on delivery that moves the needle.

What Leaders Say

Feedback from engineering and product leaders across the industries I have worked in.

Emanuel consistently delivers data solutions that exceed expectations. His ability to translate complex technical challenges into scalable, production-ready architectures is rare. He built our entire data warehouse from scratch and it became the gold standard across the organisation.
Senior Engineering Director·S&P 500 Technology Company

Philosophy

Working systems over presentations. Production over proof of concept.

Production over proof of concept. From data architecture to AI delivery, the bar is what ships.

Let's Work Together

Start the Conversation

From data architecture to AI delivery, with a focus on execution, scale, and production readiness.