1001 Freelance Projects
Latest Projects from Freelance Marketplaces
Today is: 03-Apr-2025 10:02 GMT
View Project
View this project in detail (Note: you will be redirected to external marketplace)
Project title: AI Agent - Real Estate
Posted by: External project from PeoplePerHour
Started: 07-Jan-2025 14:45 GMT
Description: We are seeking a skilled professional or team to develop an advanced AI-driven solution for sourcing and ranking property development opportunities. The AI agent will focus on identifying office and retail properties with high potential for residential conversion, leveraging data from various sources and performing detailed profitability analyses.

Scope of Work

The project involves the following key deliverables:

1. Web Scraping Framework
- Scrape property listings from a variety of sources, including aggregators, local agencies, and major commercial property firms.
- Integrate planning history and nearby development data from local councils and public databases to enhance contextual understanding.

2. Data Enrichment
- Enrich property data with additional insights, including:
- Residential and commercial market values.
- Planning history of the identified properties.
- Details and proximity of nearby major developments (e.g., consented projects or completed developments).

3. Property Ranking System
- Develop a ranking model using a Profitability Score:
- **Formula:** Projected Residential Value - Existing Commercial Value.
- Incorporate additional factors such as planning favorability and the influence of nearby developments.

4. Geospatial Analysis (Optional)
- Integrate GIS tools for mapping properties, planning contexts, and major developments.
- Provide distance-based insights to assess the impact of surrounding projects on profitability.

5. Data Output and Visualization
- Create a user-friendly database and an interactive dashboard with filters for:
- Location.
- Residential and commercial values.
- Planning history and nearby developments.
- Constraints and other contextual data.
- Alternatively, provide the data output in a structured format like an Excel file.

6. Discounted Properties Insights
Include a feature to flag discounted properties and document the reasons for the discount, if available.

Data Sources to Scrape

Property Listing Websites
• Aggregators - examples include: EG Property Link, Rightmove Commercial, Zoopla Commercial, CoStar.
• Local Agencies - examples include: Lewis and Co, Andrew Scott Robertson, Kalmars, Frost Meadowcroft.
• Major Agencies - examples include: CBRE, Knight Frank, Savills, JLL.
• Government websites

Planning Context
• Planning History: Local council planning portals (e.g., Planning Portal UK). Data points: past applications, approval/denial status, constraints (e.g., conservation areas, flood zones).
• Nearby Major Developments: Local council development plans, regional planning announcements. Data points: project type, size, status, proximity.
• News outlets: Check if there are any articles about the property or the surrounding area

Market Value Data
• APIs or public databases providing residential sale/rental values and commercial sale values. Right move and Zoopla do residential values well. Commercial values can be from the listing.
Data Points to Collect

Property Information
• Title, listing type (sale/rent), source URL, use type (office/retail).
• Location (address, nearest tube or train station).
• Sale price (in the cases where the unit is for rent or the price in not listed there will need to be a function to reach out.)
• Rent (£ and £/psf)
• Size (psf)
• Floors (#)
• Agent Details - (Name, Email, number, website)

Financial Data
• Residential value: average price/rent per square foot in the area. Right move and Zoopla do residential values well. Commercial values can be from the listing.
• Commercial value: average lease/sale price for commercial properties. This can come from the listing
• Price history and vacancy duration.

Planning Context
• Planning history: applications, approval/denial, constraints.
• Nearby developments: type, size, status, proximity.


Deliverables
• A system that collects property data from various sources and organizes it in a user-friendly way.
• A database containing enriched property information, including market values and planning context.
• An interactive dashboard to visualize and filter property information based on user needs.
• Simple documentation to explain how to use the system and its features.
• A system that keeps track of issues during data collection and provides error reports if something goes wrong.

Additional Considerations
• Real-Time Updates: Potential to schedule regular scrapes to keep the data current. Implement change detection to update existing records.
• Scalability: Design the system for high-volume scraping and analysis.
• Error Handling: Handle site changes, rate limiting, and data inconsistencies gracefully.
Project ID: 3415902
Project category:
Project budget:
View this project in detail (Note: you will be redirected to external marketplace)
Last Projects / Browse Projects
  Project Started
Travel Brochure Content writing 02-Apr-2025
20:41 GMT
Development of a portal system 02-Apr-2025
20:31 GMT
Logo design for vacation rental 02-Apr-2025
20:20 GMT
Pegasus Solutions AI website required 02-Apr-2025
20:14 GMT
Website Refresh 02-Apr-2025
19:40 GMT
ID Card Designer Needed 02-Apr-2025
19:31 GMT
Guest Communication Team Member 02-Apr-2025
18:53 GMT
FB/IG Ads - Premium Men’s Underwear Brand 02-Apr-2025
18:47 GMT
VID IQ COACH FOR MY YOUUTUBE CHANNNEL 02-Apr-2025
18:47 GMT
Inspection Report Automation Platform 02-Apr-2025
18:37 GMT
UK Registered Design IP advice 02-Apr-2025
18:25 GMT
I need a 90 sec promo video for a new tech innovation 02-Apr-2025
18:25 GMT
Logo Design 02-Apr-2025
18:13 GMT
Node.js Back End development 02-Apr-2025
18:09 GMT
Business Analysis wanted in South East UK 02-Apr-2025
17:58 GMT
Browse All Projects
Projects by Skills ...
Projects for 'android'
Projects for 'ajax'
Projects for 'asp'
Projects for 'aspnet'
Projects for 'cms'
Projects for 'cpp'
Projects for 'csharp'
Projects for 'css'
Projects for 'delphi'
Projects for 'design'
Projects for 'drupal'
Projects for 'excel'
Projects for 'facebook'
Projects for 'flash'
Projects for 'html'
Projects for 'java'
Projects for 'javascript'
Projects for 'joomla'
Projects for 'iphone'
Projects for 'mysql'
Projects for 'photoshop'
Projects for 'php'
Projects for 'python'
Projects for 'ruby'
Projects for 'seo'
Projects for 'sql'
Projects for 'sysadm'
Projects for 'translate'
Projects for 'typing'
Projects for 'twitter'
Projects for 'vbnet'
Projects for 'xml'
Projects for 'wordpress'
Projects for 'writing'
Read RSS feeds ... New!
RSS feed for 'android'
RSS feed for 'ajax'
RSS feed for 'asp'
RSS feed for 'aspnet'
RSS feed for 'cms'
RSS feed for 'cpp'
RSS feed for 'csharp'
RSS feed for 'css'
RSS feed for 'delphi'
RSS feed for 'design'
RSS feed for 'drupal'
RSS feed for 'excel'
RSS feed for 'facebook'
RSS feed for 'flash'
RSS feed for 'html'
RSS feed for 'java'
RSS feed for 'javascript'
RSS feed for 'joomla'
RSS feed for 'iphone'
RSS feed for 'mysql'
RSS feed for 'photoshop'
RSS feed for 'php'
RSS feed for 'python'
RSS feed for 'ruby'
RSS feed for 'seo'
RSS feed for 'sql'
RSS feed for 'sysadm'
RSS feed for 'translate'
RSS feed for 'typing'
RSS feed for 'twitter'
RSS feed for 'vbnet'
RSS feed for 'xml'
RSS feed for 'wordpress'
RSS feed for 'writing'
New!
Проекты на русском
(Projects in Russian)

Short URL:
1001fp.com
Mobile version:
m.1001freelanceprojects.com
Copyright © 2005-2024 1001 Freelance Projects