Home Estimation analysis

Positions available: 3-4 students in 1 team or 4 students individually We are a technology company helping realtors find the dream homes for their clients. Our idea is to make searching for properties as customizable as possible. Finding out about the characteristics of a home is the subject of this project. Specifically, given the address of a home we want to find the characteristics of each property based on the map data. Map data can be obtained from open maps, municipality, or google maps. Given geolocation of some properties in the map, we want to know how far a property is to a given street. Given the nature of this work, the student will learn about image processing techniques and machine learning techniques. Requirements: - familiar with data processing concepts - familiar with classification problem solving (nice to have) - familiar with python Further information can be discussed under NDA.

Saige Software Developer Project 2

The goal of this project is to design, develop, and maintain web applications for Saige, a dynamic and innovative tech company specializing in cutting-edge software solutions. This will involve several different steps for the students, including: - Utilizing React.js to build user-friendly and responsive web interfaces. - Developing server-side logic using Python to handle requests, data processing, and integration with databases. - Designing, optimizing, and maintaining MySQL databases. - Creating and maintaining RESTful APIs to facilitate communication between the front-end and back-end components of our applications. - Conducting thorough testing of software components, identifying and addressing bugs and performance issues, and implementing solutions. - Collaborating with cross-functional teams to understand project requirements, provide technical insights, and contribute to the overall success of the project. - Creating and maintaining clear and comprehensive technical documentation for code, APIs, and databases. - Implementing security best practices to safeguard data and protect against potential vulnerabilities.

Saige Architectural Drawings

Title: Saige Architectural Drawings Project Duration: 80 hours Objective: To produce a comprehensive set of architectural drawings for a designated property, including a site plan, floor plan, zoning summary, and cross-section. Week 1-2: Research and Planning (20 hours) Introduction to Project and Tools (5 hours): Overview of project goals. Familiarization with relevant software (e.g., AutoCAD, SketchUp) and tools. Site Analysis and Research (15 hours): Study the location and context of the property. Research zoning requirements and restrictions. Gather existing data and surveys, if available. Week 3-4: Site Plan and Zoning Summary (20 hours) Drafting the Site Plan (10 hours): Map out the property boundaries, neighboring structures, access points, and natural features. Include key dimensions and scales. Developing the Zoning Summary (10 hours): Detail the zoning laws applicable to the property. Outline how the proposed design adheres to these laws. Week 5-6: Floor Plan (20 hours) Floor Plan Design (15 hours): Create detailed floor plans of the building. Include room layouts, dimensions, door/window placements, and other relevant details. Feedback and Revision (5 hours): Present initial draft to supervisors for feedback. Revise floor plans based on input received. Week 7-8: Cross-Section and Finalization (20 hours) Cross-Section Drawing (15 hours): Produce a detailed cross-section of the building. Show different layers of the structure, including foundations, walls, and roofing. Final Review and Presentation (5 hours): Compile all elements into a final presentation. Review project with supervisors, make any necessary adjustments. Final Submission: Submit the completed set of drawings. Additional Notes: Mentorship: An experienced architect should be assigned to guide the intern, especially for feedback and revisions. Progress Meetings: Weekly check-ins to track progress and address challenges. Documentation: The intern should document their process, including challenges faced and how they were overcome. This project plan provides a structured approach to the drawing task while also allowing for flexibility and learning opportunities. It ensures that the intern gains valuable experience in architectural drawing and understanding of zoning and planning considerations.