Home Design System

Personal Completed
Summary

AI-powered home design system for building, organizing, and automating complete 2D/3D floor plan generation. Enables users to visualize layouts, optimize space utilization, and streamline early-stage architectural planning. Web version fully functional, with iOS and Android versions under development.

An innovative AI-powered home design system that revolutionizes the way users approach architectural planning and space design. The system enables users to build, organize, and automate complete 2D/3D floor plan generation, making architectural design more accessible and efficient.

Core Capabilities:
  • AI-Powered Design: Leverages artificial intelligence to assist in generating efficient and aesthetically pleasing floor plans
  • 2D/3D Visualization: Create and visualize floor plans in both 2D and 3D formats for better understanding
  • Space Optimization: Intelligent algorithms to optimize space utilization and layout efficiency
  • Automated Planning: Streamlines early-stage architectural planning with automated suggestions
  • Interactive Design Tools: User-friendly interface for creating and modifying floor plans
Platform Availability:
  • Web Version: Fully functional and accessible online at https://home-designs.site/
  • iOS Version: Currently under development and testing
  • Android Version: Currently under development and testing
Use Cases:

The system is valuable for homeowners planning renovations, architects in early design stages, real estate professionals showcasing properties, and anyone interested in space planning and interior design. It democratizes access to professional-grade design tools.

Technology:

Built using modern web technologies and AI/ML frameworks, the system demonstrates expertise in machine learning, computer vision, and user interface design. The AI components learn from design patterns to provide intelligent suggestions and optimizations.

Tech Stack

AI, Machine Learning, Python, Web Technologies

Skills & Technologies
Python JavaScript TypeScript Java SQL R HTML5 CSS3 Django React Node.js Bootstrap Machine Learning Artificial Intelligence Deep Learning Neural Networks Natural Language Processing Computer Vision TensorFlow PyTorch Scikit-learn Agentic AI LLM Integration Prompt Engineering Data Engineering Data Analytics Data Science ETL/ELT Data Pipelines Data Modeling Data Warehousing Spark Pandas NumPy PostgreSQL MySQL SQLite RESTful APIs GraphQL Microservices Celery Redis Android Development iOS Development Mobile App Development Information Security Cybersecurity Digital Forensics Network Security Cryptography Penetration Testing Docker Kubernetes CI/CD Git Linux AWS Google Cloud Platform Azure Heroku BigQuery Redshift Databricks Snowflake DBT Airflow Apache Airflow Prefect Tableau Looker Power BI QuickSight MicroStrategy Metabase Grafana OpenAI API LangChain LlamaIndex Hugging Face AutoGPT AgentGPT CrewAI AutoML MLflow Weights & Biases Jupyter Notebooks Google Colab GitHub GitLab Bitbucket VS Code PyCharm IntelliJ IDEA Postman Swagger pytest unittest Selenium Jest Sentry Datadog New Relic ELK Stack Google Analytics Mixpanel Amplitude Segment Excel Jira Confluence Slack Notion
Links & Documents