Akasan - Overview

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Daisuke Akagawa Akasan

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My Tech blog in Japanese My blog in English on Medium

Languages

  • Python
    • Web Application (FastAPI)
    • GUI (Tkinter, etc.)
    • Artificial Intelligence(scikit-learn, numpy, PyTorch etc.)
    • Library development
    • etc.
  • C#(.NET)
  • C/C++
  • Swift
  • HTML / CSS
    • tailwind css
  • JavaScript/TypeScript
    • React
    • Next.js
  • SQL
    • MySQL
    • PostgreSQL
  • NoSQL
    • redis
  • Golang

Skills

  • data science
  • Web Development
    • Backend: RESTful, GraphQL
      • Python(FastAPI)
  • control robot
  • develop software of AI, machine learning and related fileds
  • develop libraries
  • develop .Net Core Application
  • image processing
  • ML / AI development
  • DevOps, CI/CD (GitHub Actions)
  • MLOps Engineering
    • AWS SageMaker
    • Google Cloud Vertex AI
    • OSS
      • mlflow
      • feast
  • NVIDIA
    • NIM
    • RAPIDS
      • cuML
      • cuDF
    • garak
    • NeMo
      • Guardrails

Cloud

  • AWS
  • Google Cloud

Certification

  • Google Cloud
    • Associate Cloud Engineer
    • Professional Cloud Architect
    • Professional Data Engineer
    • Generative AI Leader
  • NVIDIA
    • Associate: AI Infrastructure and Operations
    • Associate: Generative AI LLMs
    • Associate: Generative AI Multimodal
    • Professional: Generative AI LLMs
    • Professional: Accelerated Data Science
    • Professional: Agentic AI

Tools

  • Github(actions)
  • Slack
  • Docker
  • Notion
  • LLM/RAG
    • Langflow

OS

  • Windows (including WSL)
  • Mac OS X
  • Linux

Version Controlling

  • Git
  • DVC

Movie

  • DaVinci Resolve

Interest

  • Artificial Intelligence / Machine Learning
  • Optimization Algorithm
  • Software Development
  • OSS Development
  • Web development
  • Movie editting

Research Topic

At College

My research topic was optimization algorithm, especially Ant Colony Optimization for Traveling Salesman Problem(TSP). I also used Genetic Algorithm and some other algorithms.

LICENSE

All developments are under MIT License. Please use them as you want.

Conference

  • SIGGRAPH 2021 Sustainable Society With a Touchless Solution Using UbiMouse Under the Pandemic of COVID-19

Contact

I'm looking for someone who can develop software with. Feel free to contact me if you have interests.

Popular repositories Loading

  1. Application for visualizing TSP solver

    C# 1

  2. Toy implementation of progress bar in C++

    C++ 1

  3. Forked from dsgiitr/d2l-pytorch

    This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.

    Jupyter Notebook