1001 Freelance Projects
Latest Projects from Freelance Marketplaces
Today is: 11-Sep-2025 17:07 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
Create a Professional and Engaging E-Book
Category: EBooks, Graphic Design, Illustration, Photoshop
Budget: $150 - $300 USD
11-Sep-2025
19:53 GMT
Multi-Platform Sentiment Analysis Pipeline
Category: Cloud Computing, Data Processing, Java, Machine Learning (ML), Natural Language Processing, Python, Sentiment Analysis, Software Architecture
Budget: ₹100 - ₹400 INR
11-Sep-2025
16:04 GMT
Marketer to turn our ideas into content for Nonprofit Focused Tech Startup
Category: Blog Writing, Brand Management, Content Development, Content Strategy, Copywriting, Email Campaign, Email Marketing, Marketing Strategy, SEO, Social Media Marketing
Budget: $8 - $15 USD
11-Sep-2025
16:04 GMT
PowerPoint Logo & Color Refresh
Category: After Effects, Branding, Corporate Identity, Creative Design, Graphic Design, Logo Design, Powerpoint, Visual Design
Budget: $10 - $30 USD
11-Sep-2025
16:03 GMT
MS 365 Admin and Training Support
Category: Change Management, Microsoft 365, Microsoft Office, Project Management, System Administration, Training
Budget: $15 - $25 CAD
11-Sep-2025
16:03 GMT
Sales Pitch & Investor Outreach
Category: Business Development, Email Marketing, Lead Generation, Market Research, Sales, Sales Management, Sales Promotion, Video Conferencing
Budget: ₹1500 - ₹12500 INR
11-Sep-2025
16:02 GMT
Convert JPEG to PDF
Category: Adobe InDesign, Automation, Graphic Design, Image Processing, Photo Editing, Photoshop, Software Development
Budget: $10 - $30 USD
11-Sep-2025
16:02 GMT
Nonprofit Pitch Deck Creator Needed
Category: Branding, Content Strategy, Data Visualization, Financial Analysis, Graphic Design, Keynote, Market Analysis, Market Research, Social Impact, Typography
Budget: $30 - $250 USD
11-Sep-2025
16:02 GMT
ARM Assembly Assignment Help
Category: ARM, Assembly, Debugging, Electronics, Embedded Systems, Microcontroller, Technical Writing, X86 / X64 Assembler
Budget: ₹600 - ₹1000 INR
11-Sep-2025
16:01 GMT
Star Wars 5th Brother Cosplay
Category: 3D Animation, 3D Modelling, 3D Rendering, Character Illustration, Costume Design, Fashion Consulting, Fashion Design, Fashion Modeling
Budget: $250 - $750 CAD
11-Sep-2025
16:00 GMT
Tauschbörse
Category: AngularJS, Backend Development, Classifieds Posting, Database Design, Frontend Development, MySQL, Node.js, NoSQL Couch & Mongo, Push Notification, Security
Budget: €250 - €750 EUR
11-Sep-2025
16:00 GMT
Vintage Residency Flyer Design
Category: Flyer Design, Graphic Design, Photoshop, Print Design
Budget: $10 - $30 USD
11-Sep-2025
15:58 GMT
Shopify-Style Elementor Product Revamp
Category: CSS, Elementor, HTML, Shopify, Shopify Templates, UI / User Interface, Web Design, WordPress
Budget: $10 - $30 USD
11-Sep-2025
15:58 GMT
Android Multi-Tier Ordering App
Category: Android, Android App Development, Flutter, Kotlin, Mobile App Development, Node.js, PHP, Software Architecture
Budget: $10 - $30 USD
11-Sep-2025
15:58 GMT
Pre-Employment Verification needed in Denmark -- 2
Category: Azure, Combinatorial Problem Solving, Data Collection, Documentation, ETL, Microsoft PowerBI, Photography
Budget: $10 - $50 USD
11-Sep-2025
15:57 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