Senior AI Automation Engineer to Build Multifamily Deal Acquisition System
Project Overview I am a real estate investor actively purchasing small multifamily properties using BRRRR, value-add, and cash-flow strategies. I am looking to build a high-quality automated acquisitions system that operates daily, finds deals, analyzes them, communicates with brokers and wholesalers, extracts their responses, and updates a clean Google Sheet for me and my business partner. This system does not need to be enterprise-level, but it must be: ✔ reliable ✔ well-structured ✔ stable ✔ professional-quality Core Objectives Build a multi-agent AI system that includes: 1. Automated On-Market Deal Sourcing Pull listings daily from selected markets using filters defined by me: • LoopNet • Crexi • Zillow • Redfin • Realtor • Broker websites The system must use dynamic parameters, including: • Market • Price range • Unit count • Strategy type • Neighborhood class • Section 8 settings Parameters controlled in a Google Sheets “Parameters” tab. 2. Broker & Wholesaler CRM Automation • Identify brokers and wholesalers in chosen markets • Add them to a CRM tab • Send automated introductory emails • Follow up based on schedule • Track communication status All outreach templates must be editable in the Google Sheet. 3. Gmail Email Intake Automation Using the Gmail API, the system must: • Monitor a dedicated Gmail label • Read replies from brokers and wholesalers • Extract deal information using AI • Convert emails into structured JSON • Pass deals into the analyzer agent 4. Deal Analysis & Grading AI-driven grading system that evaluates deals as A, B, or C based on: • Price • Unit count • Rent condition • Value-add potential • Neighborhood class • BRRRR/refinance potential The system must generate: • Deal summary • Key risks • Questions to ask the broker • Basic offer-range guidance (optional but helpful) Only A and B deals should appear in the main leads sheet. 5. Outreach Message Generation For each promising deal, generate: • Follow-up email • SMS-style message • Broker questions • A quick “express interest” message All templates editable in Parameters. 6. Full Automation Scheduling The system must run independently, including: • Morning listing pull • Afternoon email parsing • Daily CRM updates • Basic error handling • Simple activity summary (“X new deals found today”) Google Sheet Requirements 1. Parameters Tab (Core Component) User-controlled fields: • Markets (on/off toggle) • Price range • Unit range • Strategy type • Neighborhood class • Section 8 settings • Email templates • Outreach automation toggles 2. New_Leads Tab Clean, formatted table for analyzed deals. 3. Brokers Tab CRM with last contact date, notes, and status. 4. Wholesalers Tab 5. Email_Log Tab (optional) Preferred Tech Stack (Flexible) • Google Sheets • Gmail API • Gemini API or OpenAI API • Google Apps Script • n8n or Make for orchestration • Optional: Python or Cloud Run Deliverables System architecture and JSON schemas Cleanly designed Google Sheet (with formatting and validation) Full working automation agents: • Listing hunter • Deal analyzer • Email intake parser • Broker & wholesaler hunter • Sheet updater + deduper • Outreach message generator Scheduling and monitoring system Documentation including: • How to adjust buy box • How to add/remove markets • How to edit templates • How to pause or adjust automations Required Experience Please apply only if you have strong experience with: • AI automation using Gemini/OpenAI • Google Sheets API or Apps Script • Gmail API integrations • Multi-step workflow orchestration • Structured JSON outputs from LLMs Preferred but not required: • Real estate data systems • Multi-agent frameworks (AutoGen, CrewAI, LangGraph) • CRM automation experience Success Criteria The final system should: ✔ Operate daily without manual input ✔ Identify deals in the markets I activate ✔ Grow my broker and wholesaler contact lists ✔ Read and extract deal details from emails ✔ Grade deals accurately ✔ Store clean and well-formatted opportunities ✔ Generate ready-to-send follow-up messages ✔ Provide simple daily summaries This should function as a high-quality AI acquisitions assistant. How to Apply Please include: A brief overview of your experience One or two examples of similar AI automations you’ve built A short explanation of how you would architect this system Your estimated timeline Confirmation you accept the $3500 fixed budget Apply tot his job