こんにちは！

I’m Kyoo-log, a passionate self-taught developer specializing in:

• 🧰 Backend Development: APIs, data pipelines, and system design.
• ☁️ Cloud Computing: AWS, GCP, and serverless solutions.
• 🤖 Machine Learning: Building models that turn data into actionable insights.

1. FastAPI CRUD Application

   • Stack: Python, FastAPI, PostgreSQL
   • Description: A robust REST API with JWT authentication and database integration.
   • Features:
     • User authentication (JWT-based).
     • CRUD operations for managing user profiles.
     • Deployed on AWS Lambda.
   • Link: FastAPI CRUD Apps

2. GraphQL API

   • Stack: Node.js, Apollo Server, MongoDB
   • Description: A GraphQL API handling user queries efficiently with real-time updates.
   • Link: GraphQL API

1. Serverless Architecture

   • Stack: AWS Lambda, DynamoDB, API Gateway
   • Description: Deploy a scalable REST API with serverless architecture.
   • Features:
     • Fully serverless using AWS ecosystem.
     • Cost-efficient and scalable infrastructure.
   • Link: Explore the Project

2. CI/CD Pipeline

   • Stack: GitHub Actions, Docker, AWS ECS
   • Description: Automate app deployment with CI/CD integration for seamless updates.
   • Features:
     • Build and deploy Dockerized apps to AWS ECS.
     • Load balancing using ECS clusters.
   • Link: Explore the Project

1. Predictive Model for Sales

   • Stack: Python, Scikit-learn, Pandas
   • Description: A regression model predicting sales revenue using historical data.
   • Features:
     • Linear regression with hyperparameter tuning.
     • Visualized results for better insights.
   • Link: Explore the Project

2. Tweet Sentiment Analysis

   • Stack: Python, TensorFlow, NLTK
   • Description: Classify tweets into positive, neutral, or negative sentiments.
   • Features:
     • Preprocessing text data (tokenization, stemming).
     • TensorFlow model for sentiment classification.
   • Link: Explore the Project

Languages	Frameworks
Cloud & DevOps	Machine Learning

私は Kyoo-log です。
バックエンド開発、クラウドコンピューティング、そして機械学習を愛する自己学習型エンジニアです！

"コードを書くことは未来を創造すること。"
(Coding is creating the future.)
I believe technology is the bridge to solving real-world problems, and my goal is to be a part of this journey.