Data Platform Architecture
Designing scalable lakehouse and analytics infrastructure that transforms raw data into actionable intelligence.
Independent Research Lab
Building intelligent systems at the intersection of
Data Platforms,
AI, and
Automation.
DTL explores scalable infrastructure, applied AI systems, and experimental tooling designed to augment human decision-making.
Capabilities
Designing scalable lakehouse and analytics infrastructure that transforms raw data into actionable intelligence.
LLM agents and intelligent automation workflows that integrate seamlessly into enterprise environments.
Rapid prototyping of tools that rethink how engineers work and explore new paradigms for developer productivity.
Research Areas
Exploring how AI can augment developer workflows without adding cognitive overhead.
Migrating legacy systems to modern, cloud-native data architectures.
Building autonomous systems that can reason, plan, and execute complex tasks.
Distributed systems designed for low-latency, high-availability deployments.
Lab Work
Experimental systems and applied research
An AI-powered technical consulting assistant that maps UI to databases, learning data fields to act as an expert system for enterprise data migration.
Reference architectures and patterns for modern data platforms. Exploring the boundaries of lakehouse design and real-time analytics.
A lightweight orchestration layer for LLM agents. Enabling complex, multi-step reasoning with tool use and memory.
Projects are works in progress. Some are internal tools, others may become open-source contributions.
Principles
Engineering should amplify thinking, not complexity.
Systems should evolve toward clarity.
AI should extend human capability, not replace it.
We believe the best technology disappears into the background, enabling people to focus on what matters. Every system we build is measured by how much cognitive load it removes, not adds.
Founded by
Data Platform Engineer with 7+ years building scalable infrastructure at organizations including Novo Nordisk and Coca-Cola Bottlers Japan. Based in Tokyo.
Visit personal siteGet in Touch
Interested in collaboration, consulting, or just want to discuss data platforms and AI systems?
hello@daitechlab.com