Python Developer – Inbox-Based AI Maintenance Triage MVP (Gmail + Workflow)

@Microlent

Hello, this is a really interesting MVP, and I like how clearly you’ve defined the scope. I’ve worked on automation-style systems before where the goal wasn’t just to “classify text,” but to turn messy, real-world inputinto clean, structured actions. For this, I’d keep things simple and solid: build a clean FastAPI-based triage service that takes raw email content and returns structured JSON, then layer Gmail integration on top to fetch emails, apply labels, and create draft replies. Everything would be modular so this can grow beyond a basic script. For urgency and classification, I’d likely combine lightweight rule-based checks (for obvious critical issues like leaks or no heat) with structured LLM prompts that return consistent JSON. That way, you get reliability for urgent cases while still benefiting from AI flexibility. A few quick questions so I can scope this properly: 1. Will this connect to a Google Workspace shared inbox with API access already enabled? 2. Do you already have an LLM provider selected? 3. Where should the structured data be stored? 4; Is this MVP for a single property management account, or should it handle multiple accounts from the start? I’m available over the next 2-3 weeks and comfortable working within the 40–60 hour range for the full MVP. If this goes well, I’d be happy to continue building it out with you. Best, Jenifer

@n2rtechnologies

Hello, I’m excited about the opportunity to contribute to StrataOps, your B2B SaaS product focused on workflow automation for property management. With my extensive experience in developing user-centered solutions, I can help you build a robust MVP that effectively manages inbox-based AI maintenance triage. I understand the importance of seamless integration with Gmail and creating an intuitive workflow that enhances user experience. My approach will ensure that your application not only meets but exceeds your expectations, delivering a streamlined solution that addresses the specific needs of your target market. I look forward to discussing how I can bring your vision to life and contribute to the success of StrataOps. Regards, Nurul Hasan

@Rekhathakur

Hello, I am a full-stack developer with over five years of experience. My expertise in Frontend Development, JavaScript, and Web Development equip me with the tools to create an interactive and visually pleasing portal for homeowners. I have a deep understanding and application of high-res blueprint viewers and geospatial pinning skills core to the first module of this project. My experience in building Scalable backend APIs and SQL databases (including PostgreSQL) aligns perfectly with the second module's defect and punch list management requirements, ensuring a smooth workflow from open defects to resolved ones. Look forward to your response and the opportunity to build a long-term relationship. Kind regards, Rekha Thakur

@corpmember29

I HAVE BUILT AI-POWERED EMAIL TRIAGE AND WORKFLOW AUTOMATION SYSTEMS FOR B2B SAAS PRODUCTS THAT TURN CHAOTIC INBOXES INTO STRUCTURED, ACTIONABLE PIPELINES. I can build the StrataOps maintenance triage MVP as a clean, production-ready Python service that reliably classifies, prioritizes, and structures maintenance emails from a shared Gmail inbox. Core MVP features AI-powered triage engine (Python + FastAPI) Email classification (HVAC, plumbing, electrical, general, etc.) Urgency & priority detection using rules + LLM reasoning Structured JSON extraction (tenant, property, issue, severity, timing) Draft tenant replies and next-action/vendor suggestions Gmail integration Secure Gmail API connection to shared inbox Fetch, label, and process incoming emails automatically Create draft replies and apply workflow labels Modular architecture with logging, tests, and background tasks Designed to scale beyond MVP into full workflow automation User roles Admin / Ops – manage labels, rules, vendors, configs Property Manager – review drafts, priorities, actions System – automated triage and routing 2 YEARS OF FREE ONGOING SUPPORT POST-LAUNCH (bug fixes, guidance, light improvements) Available immediately for the next 2–3 weeks and comfortable working within your stated budget range. Ready to help StrataOps launch a solid, extensible MVP.

@Julian29

Hello, I HAVE 9+ YEARS OF EXPERIENCE BUILDING PYTHON AUTOMATION AND AI WORKFLOWS. ****** You can follow the project’s progress in the tracker. I’m available for 40 hours of work each week. ****** I understand your requirement: an MVP for AI-powered maintenance triage on a shared Gmail inbox, delivering structured, actionable outputs. My approach includes: -->> Python core triage engine with classification, urgency detection, and JSON output -->> Clean, modular FastAPI service with logging, tests, and background tasks -->> Gmail API integration for fetching emails, creating draft replies, and applying labels -->> Optional LLM integration for automated reply suggestions and triage enhancement -->> Scalable architecture ready to evolve beyond the MVP I follow production-grade practices with error handling, maintainable code, and clear documentation. Available for the next 2–3 weeks and can share relevant projects on email processing and workflow automation. Thanks & regards, Julian

@softsolution2000

I have extensive experience in Python, Data Processing, Software Development, JSON, and Docker, making me a great match for the "Python Developer – Inbox-Based AI Maintenance Triage MVP (Gmail + Workflow)" project. The budget can be adjusted once we discuss the full scope, and I am committed to working within your budget. Let's discuss further details and get started on this project right away. Please review my 15-year-old profile to see my previous work. Your satisfaction is my priority, and I am eager to showcase my commitment by starting the tasks before being officially hired. Waiting to hear from you.

@citijayamala

1. I am an expert in Python, Machine Learning, Data Analysis, R programming, R markdown as well. I have done many projects in Data mining and Machine learning projects. I have handled many data analysis part using R, Python based on the project requirement. I provide codes, writing reports as well. 2. Have done many projects. I read your project and sure I can handle your project. 3. Your project will be delivered on time with high standard 4. Assistance will be provided with number of clarifications until client satisfaction 5. I will provide assistance even after the payment. And will maintain data (content) security.

@emilesd617

Hi, I am a full-stack AI developer with 8 years of rich experience in software development. I am familiar with Python, FastAPI, Gmail API, JSON processing, NLP, LLM integration, Docker, AWS, API development, and workflow automation. For this MVP, I would structure the system into a clean triage engine module and a Gmail integration layer. The Python service (FastAPI) will process raw email content, classify categories (HVAC, plumbing, etc.), detect urgency, extract structured fields into JSON, and generate draft replies using the provided LLM API. Then integrate with Gmail API to monitor the shared inbox, apply labels, and create draft responses automatically with proper logging and error handling for scalability. I'm an individual freelancer and can work on any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.

@Azursol

Hello Invatu Technologies FZLLC! I’m excited about the opportunity to help with your project. Based on your requirements, I believe my expertise in Python aligns perfectly with your needs. How I Will Build It: I will approach your project with a structured, goal-oriented method. Using my experience in Python, Data Processing, Software Development, JSON, Docker, API Development, NLP, Containerization, Natural Language Processing, Hugging Face, I’ll deliver a solution that not only meets your expectations but is also scalable, efficient, and cleanly coded. I ensure seamless integration, full responsiveness, and a strong focus on performance and user experience. Why Choose Me: - 10 years of experience delivering high-quality web and software projects - Deep understanding of Python and related technologies - Strong communication and collaboration skills - A proven track record — check out my freelancer portfolio. - I’m available for a call to discuss your project in more detail - Committed to delivering results on time, every time Availability: I can start immediately and complete this task within the expected timeframe. Looking forward to working with you, Invatu Technologies FZLLC! Best regards, Ali Zahid United Arab Emirates

@arbu1499

Hello Team Invatu, StrataOps sounds like a strong, focused MVP — an AI triage layer on top of a shared Gmail inbox is exactly the kind of workflow automation I’ve built before. I’d structure this with a modular FastAPI service (core triage engine returning clean JSON with classification, urgency scoring, and suggested actions), backed by proper logging, tests, and background workers, then integrate Gmail API for polling, labeling, and draft creation. I’ve worked on email-processing pipelines and LLM-powered classification systems, so extracting structured tenant/property data and generating draft replies is well within scope. I’m available over the next 2–3 weeks and comfortable delivering this within the 40–60 hour MVP window. Looking forward for your positive response in the chatbox. Best Regards, Arbaz Ali

@mobiwebsolutions

✋ Hi There!!! ✋ The Goal of the project:- BUILD AN AI POWERED MAINTENANCE TRIAGE MVP WITH GMAIL INTEGRATION AND STRUCTURED WORKFLOW AUTOMATION. I carefully reviewed your StrataOps MVP scope including the Python triage engine, structured JSON extraction, urgency detection, draft reply generation, and full Gmail API workflow with labels and drafts. You need clean, modular, production ready architecture that can scale beyond a script, and I can deliver exactly that within your estimated 40 to 60 hours. With 9+ years experience as a full stack developer, I have built automation systems involving email parsing, AI classification, and API driven workflows. 1. FastAPI based triage engine with testing, logging, and background tasks 2. Gmail API integration for fetching, labeling, and draft reply creation 3. LLM powered classification and structured JSON extraction I will include clean architecture, database handling, Docker deployment support, testing, and full source code delivery. I have completed similar workflow automation and NLP based processing systems. Looking forward to chat with you for make a deal Best Regards Elisha Mariam!

@mayankinnovative

Hello, I have carefully reviewed your requirement and understand that StrataOps needs a scalable AI-powered maintenance triage layer on top of a shared Gmail inbox — not just a script, but a clean, production-ready MVP that can evolve into a core SaaS component. My Approach (Strategic + Technical): From a product perspective, I will design this as a modular triage service that can later expand into a full workflow engine. The goal is structured intelligence, not just classification. Phase 1 – Core Triage Engine: I will build a Python service using FastAPI with clear separation of layers (API, service, LLM orchestration, schemas, integrations). The engine will: • Classify category (HVAC, plumbing, etc.) • Detect urgency via hybrid rules + LLM reasoning • Extract structured fields into validated JSON (Pydantic models) • Generate draft replies and suggested next actions Logging, error handling, and unit tests will be included to ensure production readiness. Phase 2 – Gmail Integration: Using Gmail API with OAuth, I will: • Monitor inbox via polling or webhook • Process new emails through the triage engine • Apply labels automatically • Create draft replies • Store outputs for traceability Deployment can be done on AWS (EC2 or containerized). The architecture will support scaling and background processing (Celery or FastAPI background tasks).

@mkh559a5a1fd66e9

With over 14 years of software development experience, I've honed my craft in Python, specifically working with JSON and NLP. I'm deeply familiar with Gmail API and have built similar solutions in the past, making me capable of addressing your project needs. My main focus has been on delivering robust and scalable projects, underlined by clean code practices and a foundation in CI/CD pipelines that ensures seamless deployment. In terms of AI orchestration, I might not have direct experience with LLMs but, I'm more than ready to integrate an existing LLM API you'd provide access to. As an adaptable learner and skilled developer, I pride myself on being able to navigate new technologies and successfully integrate them into solution architectures. Overall, my proficiency in key areas like FastAPI, background tasks, testing alongside relevant skills such as Javascript, CSS/HTML will play a pivotal role in not only creating the core triage engine but also ensuring smooth Gmail workflow integration for your StrataOps project. If given the opportunity, I assure you an outcome-oriented approach that will align with the vision of this B2B SaaS initiative one that's ready to scale beyond basic scripts. Happy to discuss further!

@Joelite17

I’m interested in helping you build the MVP for StrataOps, and this type of workflow-automation + AI triage system fits well with my Python backend experience and production-focused development approach. Relevant Experience I’ve built Python services involving: Email and event-driven automation workflows API integrations and background processing systems Structured data extraction from unstructured text AI/LLM-powered classification and response generation Clean backend architectures designed to scale beyond MVP stage I’m comfortable working with REST APIs and automation pipelines where incoming messages are processed, categorized, and converted into structured outputs for downstream workflows.

@Srashtasoft

Hello, Your vision for StrataOps and the AI-powered maintenance triage system is clear — building an intelligent workflow layer on top of a shared Gmail inbox is a strong MVP direction. I can help you design a clean, scalable Python service that classifies, structures, and automates responses from day one. **My approach for this MVP:** 1. Modular triage engine using FastAPI, background workers, and structured logging. 2. LLM-powered classification, urgency detection, and JSON field extraction with validation. 3. Gmail API integration to monitor inbox, process emails, apply labels, and generate draft replies. 4. Clean architecture with tests, error handling, and containerized deployment (Docker + AWS-ready). **Preferred stack:** FastAPI, Pydantic, Celery/async workers, Gmail API, Docker, pytest, structured logging, and LLM API integration (provider-agnostic). I’ve built automation systems involving email parsing, workflow routing, and AI-driven text classification, with a strong focus on production-ready design and scalability. **Availability:** Ready to start immediately and commit focused hours over the next 2–3 weeks. A couple of quick questions: • Will triage rules evolve dynamically (admin editable), or fixed for MVP? • Do you plan to store processed data in a database from phase one? Let’s set up a quick call to discuss things better. Let’s discuss it more in chat. Best Regards, Jemin Sagar

@rbtech1984

Hello There!!! I’ve carefully read your MVP details and understand you’re building an inbox-based AI maintenance triage system for StrataOps that processes shared Gmail emails, classifies issues, detects urgency, extracts structured data, and prepares draft replies using Python. Services 24*7 availability for discussion with quick responses AI-based email classification and data extraction Gmail API integration and workflow automation Clean, modular Python code with tests and logging Deployment support and 90-days bug fixing help I have 9+ years of experience in backend and automation projects, with strong hands-on work in Python, API integrations, JSON pipelines, and workflow systems. I enjoy building practical MVPs that are simple, scalable, and production-ready. My approach is to design a clean FastAPI-based triage engine, integrate LLMs for classification and drafting, connect Gmail API for inbox monitoring, apply labels and drafts, and containerize with Docker for easy deployment on AWS. I’m available for the next 2–3 weeks and comfortable with the hourly range. Let’s discuss and get this MVP moving. Warm Regards, Farhin B.

@rakam26

Hello, Just read your post and it seems you are looking for a Python developer skilled in Gmail API integration, email classification, structured data extraction, and AI-powered workflow automation for a maintenance triage MVP. With my years of extensive experience and exceptional expertise in Python (FastAPI), background task processing, Gmail API integrations, LLM-powered classification/extraction pipelines, and clean, production-ready architecture with logging and tests, I am 100% confident that I can bring your StrataOps maintenance triage system to life in the shortest possible time while keeping the code modular and scalable for future expansion. Let’s connect and see how great value I can add to your business. Best Regards, Raka

@adriank06

Hello, Your project really caught my attention because it’s very close to what I’ve been working on recently. I’ve built AI agents that sit on top of real workflows (not just demos), including systems that read data, make decisions, and trigger actions automatically using Python and n8n. I’m comfortable designing a clean backend service (FastAPI), connecting it to external APIs like Gmail, and then using LLMs to classify, extract structured data, and generate useful drafts or next-step suggestions. I usually start by keeping the logic simple and reliable, then improve it step by step based on real usage. I care a lot about making things that actually work in production, not just look good in theory. I can dedicate steady time over the next few weeks and I’m happy to adapt to how you like to work.

@seefattechnologi

YES, it's aligned with my expertise ------------------I am highly proficient to work on this project . I am Passionate PYTHON /Full stack developer having rich experience with all the latest technologies with so many successful Tasks. I have some queries to give you accurate time Please ping me to get started and provide you great results. Thanks