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takumig

takumig

Forward Deployed Engineer

About

Engineer specializing in the design and implementation of multi-agent systems powered by generative AI and RAG. Covers a wide range of technical foundations for AI application development, including agent development with LangChain/LangGraph, prompt engineering, and model evaluation and optimization. Possesses the technical capability to build entire systems end-to-end, from architecture design and MLOps pipeline implementation to CI/CD setup and production deployment. Committed to leveraging these technical skills to partner directly with clients, translating ambiguous business requirements into concrete solutions and minimizing customer time to value. Currently engaged in AI agent application design and implementation projects.

Experience

Global Consulting Firm2025.05 - Present

AI Engineer

European Consulting Firm2022.02 - 2025.04

Consulting Software Engineer

Major Advertising Agency2020.01 - 2022.01

Data Scientist

Major IT Company2018.04 - 2019.09

Corporate Sales

Projects

Global Consulting Firm

Global Consulting Firm | Internal Project

Global Consulting Firm

European Consulting Firm

European Consulting Firm | Internal Project

European Consulting Firm

European Consulting Firm

Commissioned Work

Commissioned Work

Personal Project | OSS

Personal Project

Personal Project

Personal Project

Skills

Programming Languages

Python, JavaScript, TypeScript, C, C++, SQL, Shell Scripting

Tools

Docker, Docker Compose, Git, GitHub, Firebase, Clerk, tmux, Looker Studio, Figma

Cloud

Google Cloud, Azure, AWS

Others

Parallel Processing, Natural Language Processing, Large Language Model, AI Agent, Operating System, Computer Networks