BUILD GEEKS inc
Takahashi Toshiaki
PROFILE
Profile
I’m strongest at structuring the space between technology and business
My day job is rooted in SRE and cloud, while I’ve also continuously built web services, iOS apps, and AI products across personal and company projects. For example, I build and operate KaizenLab as a PMF validation tool, while staying hands-on with AI / Agents / MCP to explore where technical ambition and real-world operations can meet.
SRE / Cloud
Hands-on experience with infrastructure, cloud architecture, operations, and Terraform-based environments, with awareness shaped by security and financial service operations.
Product Development
Built and operated web products, mobile apps, and internal tools from idea to implementation.
AI / Agents / MCP
Practical work with generative AI, agent workflows, and MCP-based tooling and platform design.
Technical Structuring
Comfortable reviewing architecture, vendor proposals, and ambiguous technical decisions to make them clearer.
Topics
Conversations I can usually help with
- Where to start with AI / Agents and how to frame the problem
- Design and operations of MCP servers and AI developer workflows
- Architecture reviews and technology selection discussions
- Second opinions on vendor proposals, estimates, and maintenance scope
- SRE, cloud, and operational design questions
Example conversations
- You’re unsure where to start with AI adoption
- You want a review of an MCP / Agent platform design
- You want a third-party read on a vendor proposal
Availability
About inquiries
I currently do this alongside my full-time role while continuing to build products and run technical experiments. I’m open to context-rich introductions and relevant technical conversations depending on fit.