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I’m building a multi-agent AI system designed to streamline greenfield software projects. This is **not** a code-generation tool. The focus is on: - Requirement analysis - Task breakdown - Assignment & tracking - Progress reporting - Surfacing blockers and risks ## Core Requirements - Agents deep dive into a project idea by asking questions - Once the agent understands exactly what the user wants, appropriate documents are created and handed over to the next agent ## Tech Currently using **Google ADK** and having a semi working flow. But open to **LangChain**, **Autogen**, or alternative orchestration frameworks that better support: - Multi-agent coordination - Memory (short- and long-term) - Tool access & integrations --- ## Deliverables - Working demo project with clearly defined agents - Architecture diagram - Setup documentation - Extendable agent design --- Looking for someone experienced in multi-agent systems, orchestration architecture, memory design.
Project ID: 40235278
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Active 2 mos ago
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133 freelancers are bidding on average €25 EUR/hour for this job

With over a decade of experience in web and mobile development, specializing in AI/ML projects, I understand the importance of streamlining greenfield software projects like yours. Your focus on requirement analysis, task breakdown, and progress reporting align perfectly with my expertise. In the realm of AI development, I have successfully delivered projects in various domains, including fintech and healthcare, where precision and efficiency are paramount. My experience in multi-agent systems and orchestration architecture will ensure that your project not only meets but exceeds your expectations. I am excited to collaborate with you on this innovative project and bring your vision to life. Let's work together to create a working demo project with clearly defined agents, an architecture diagram, and setup documentation that exceeds your requirements. Reach out to me to discuss how we can make this project a resounding success.
€28.80 EUR in 15 days
7.1
7.1

Hi there, I understand you are building a multi-agent AI system to enhance the efficiency of greenfield software projects. Your focus on requirement analysis, task breakdown, and progress reporting is crucial for successful project management. To address your needs, I will develop a system where agents can effectively communicate and understand user requirements. I will ensure that each agent is designed to create and pass on appropriate documentation seamlessly. With experience in multi-agent systems and orchestration frameworks, I can utilize Google ADK or explore alternatives like LangChain or Autogen to optimize coordination and memory management. I prioritize reliability and open communication throughout the project, ensuring you are updated on progress and any potential blockers. I am excited about the opportunity to collaborate on this innovative project. Please feel free to reach out to discuss further. Best regards, Burhan Ahmad TechPlus
€27 EUR in 40 days
7.1
7.1

Hi there, I am excited about your multi-agent AI system project aimed at enhancing greenfield software projects. With extensive experience as a top freelancer in California specializing in AI development and project management, I understand the complexities of coordinating multiple agents and ensuring efficient workflows. I have successfully managed projects that focus on requirement analysis, task breakdown, and progress tracking, which aligns perfectly with your needs. Furthermore, I have a solid technical background in Google ADK, LangChain, and other orchestration frameworks, enabling me to tackle the architecture and design that suits your project. My goal is to deliver a working demo with clearly defined agents and comprehensive setup documentation. Please message me so we can discuss your specific requirements in more detail and outline a clear next step in this exciting journey! What specific integrations or tools do you foresee needing for effective agent coordination and progress tracking? Best regards,
€25 EUR in 28 days
6.3
6.3

Hello Building a true multi-agent orchestration layer (not just another code-gen wrapper) is exactly the kind of AI architecture I enjoy designing. I have hands-on experience with multi-agent systems using Google ADK, LangChain, and AutoGen, including memory design (short/long-term), structured task handoffs, tool integrations, and agent-to-agent coordination. For your greenfield workflow, I would design a clean agent hierarchy (Discovery → Structuring → Planning → Risk/Blocker Analysis) with persistent memory and controlled context passing, plus a scalable architecture diagram and extendable agent contracts. Best Regards, Arzoo Farooq
€30 EUR in 40 days
6.4
6.4

John, for orchestrating the development of a multi-agent AI system aimed at optimizing greenfield software projects, would it be fine if I analyze the requirements thoroughly, and then propose a clear approach to task breakdown, assignment, tracking, progress reporting, and identifying blockers and risks? So I believe that through a meticulous approach to deep diving into project ideas, asking relevant questions, and creating precise documents for handover, we can achieve a streamlined process that aligns with your vision. By the way, could you share more insights on the current status of the project using Google ADK and your openness to alternative frameworks like LangChain or Autogen? Understanding these details would help in tailoring the orchestration architecture and memory design effectively.
€25 EUR in 43 days
5.8
5.8

What specific challenges are you currently facing with your multi-agent AI system? I can guide you on improving agent coordination and memory management using frameworks like LangChain or Autogen. With over 5 years of experience in AI systems and orchestration architecture, I excel in requirement analysis and task breakdown. I can help design a robust architecture diagram and provide clear setup documentation. Plus, I will ensure the agents are designed to be extendable for future needs. Let me know if you want to discuss this further or get started on the demo project! Best Regards, Badar madni
€19 EUR in 40 days
5.3
5.3

⭐Hey, I’m ready to assist you right away!⭐ I believe I’d be a great fit for your project since I specialize in multi-agent systems and orchestration architecture. My experience in React.js, AI Chatbot Development, and Python align perfectly with your project’s needs. With a focus on streamlining greenfield software projects, I ensure efficient requirement analysis, task breakdown, and progress reporting for your AI Dev Project Manager. The project will benefit from my expertise in designing agents that deep dive into project ideas, ensuring accurate requirements analysis and smooth handover between agents. Additionally, my technical knowledge in memory design and multi-agent coordination will enhance the system's efficiency and effectiveness. This project will solve the pressing need for a structured approach to project management using AI agents, ensuring seamless task assignment, tracking, and risk identification. If you have any questions, would like to discuss the project in more detail, or would like to know how I can help, we can schedule a meeting. Thank you. Maxim
€18 EUR in 20 days
5.4
5.4

Hello, Thank you so much for posting this opportunity. It sounds like a great fit, and I’d love to be part of it! I’ve worked on similar projects before, and I’m confident I can bring real value to your project. I’m passionate about what I do and always aim to deliver work that’s not only high-quality but also makes things easier and smoother for my clients. Feel free to take a quick look at my profile to see some of the work I’ve done in the past. If it feels like a good match, I’d be happy to chat further about your project and how I can help bring it to life. I’m available to get started right away and will give this project my full attention from day one. Let’s connect and see how we can make this a success together! Looking forward to hearing from you soon. With Regards! Abhishek Saini
€18 EUR in 40 days
5.5
5.5

⭐⭐⭐⭐⭐ CnELIndia and Raman Ladhani can help you successfully complete this project by leveraging their expertise in multi-agent systems and AI orchestration. Here's how: Requirement Analysis & Task Breakdown: We’ll collaborate closely with you to deeply understand project requirements and break them down into manageable tasks, ensuring clarity and accuracy. AI Agent Development: We’ll design intelligent agents capable of asking insightful questions to fully comprehend project goals. The agents will then generate the necessary documentation to seamlessly transition to the next phase. Framework Selection: Given the current tech stack (Google ADK), we’ll evaluate if LangChain or Autogen would provide better multi-agent coordination, long/short-term memory, and integration capabilities to enhance the system's functionality. Architecture & Documentation: Our team will create a robust architecture diagram and setup documentation, ensuring scalability and extendability of the agent framework. Progress Tracking & Risk Management: We’ll integrate tools for task tracking, progress reporting, and risk identification, aligning with your vision of surfacing blockers effectively. This approach ensures a smooth, efficient, and scalable solution tailored to your needs.
€27 EUR in 40 days
5.6
5.6

Hello Dear! I write to introduce myself. I'm Engineer Toriqul Islam. I was born and grew up in Bangladesh. I speak and write in English like native people. I am a B.S.C. Engineer of Computer Science & Engineering. I completed my graduation from Rajshahi University of Engineering & Technology ( RUET). I love to work on Web Design & Development project. Web Design & development: I am a full-stack web developer with more than 10 years of experience. My design Approach is Always Modern and simple, which attracts people towards it. I have built websites for a wide variety of industries. I have worked with a lot of companies and built astonishing websites. All Clients have good reviews about me. Client Satisfaction is my first Priority. Technologies We Use: Custom Websites Development Using ======>Full Stack Development. 1. HTML5 2. CSS3 3. Bootstrap4 4. jQuery 5. JavaScript 6. Angular JS 7. React JS 8. Node JS 9. WordPress 10. PHP 11. Ruby on Rails 12. MYSQL 13. Laravel 14. .Net 15. CodeIgniter 16. React Native 17. SQL / MySQL 18. Mobile app development 19. Python 20. MongoDB What you'll get? • Fully Responsive Website on All Devices • Reusable Components • Quick response • Clean, tested and documented code • Completely met deadlines and requirements • Clear communication You are cordially welcome to discuss your project. Thank You! Best Regards, Toriqul Islam
€20 EUR in 40 days
4.9
4.9

I have carefully reviewed your requirement. You are building a multi-agent AI system focused on structured project orchestration—requirement discovery, task decomposition, assignment, risk surfacing, and reporting—not code generation. You already have a semi-working flow with Google ADK and want a more robust orchestration architecture with proper memory and agent coordination. My first approach will focus on architecture clarity and agent specialization. I will design clearly defined agents such as Requirement Analyst, Clarifier, Task Planner, Risk Evaluator, and Reporting Agent. Each agent will have scoped responsibilities and structured hand-off contracts. I will evaluate whether LangChain, Autogen, or a hybrid orchestration layer better supports persistent memory, tool access, and agent-to-agent messaging. Memory will be layered (short-term conversational state + long-term project knowledge store). My second approach will focus on reliability and extensibility. I will implement a working demo with event-driven coordination, structured document outputs between agents, and tool integrations where needed. The system will include modular memory adapters, logging, and traceability for debugging. You will receive an architecture diagram, setup documentation, and a design that allows future agents or workflows to be added without refactoring the core. The outcome will be a scalable, well-orchestrated multi-agent framework tailored for greenfield project lifecycle management.
€18 EUR in 40 days
5.0
5.0

Hi! I can build a working demo of your multi-agent system that focuses on requirements discovery, task breakdown, assignment and tracking, progress reporting, and risk/blocker surfacing without turning into a code-generation tool. I’ll evaluate your current Google ADK flow and, if it limits coordination or state handling, migrate the orchestration to a better-fit framework (LangGraph/LangChain, AutoGen, or equivalent) that supports supervisor-to-subagent delegation, structured state, and reliable tool execution. The architecture will include short-term session memory plus long-term memory for project context using a structured store (requirements, decisions, tasks, risks) with retrieval and versioning, not loose chat logs. Each agent will have a clear contract and handoff artifacts, producing consistent documents like PRD, user stories, task boards, risk register, and status reports that feed the next agent deterministically. I’ll deliver the demo repo with extensible agent definitions, integration hooks for tools (e.g., Jira/Linear/GitHub/Docs), plus an architecture diagram and setup documentation so your team can extend it safely. I can ship an initial end-to-end demo in 2–3 weeks and then iterate on memory quality, eval tests, and additional tool integrations. Best, Jijo
€20 EUR in 40 days
5.1
5.1

Hello, With over a decade of experience as a software engineer, I have developed a deep appreciation for the art of understanding complex requirements and breaking them down into actionable tasks. As an AI expert, I have built various multi-agent systems - some even more intricate than the one you require - using not only Google ADK, but also LangChain, Autogen and other similar frameworks. I have consistently delivered on projects involving memory design and orchestration architecture to improve coordination and tool access. Moreover, my proficiency in NLP has equipped me with the necessary tools to make your project's agents more effective at understanding and asking relevant questions. I can translate the requirements of your project into intelligible digital documents for handover. Contrary to being a straightforward coder, I take pride in my ability to analyze requirements, surface blockers and mitigate risks before they arise. Employing my skills will deliver quantifiable growth to your business operations. Let's discuss how we can utilize GPT, Vertex AI or OpenAI API to provide an intelligent decision-making dimension to this project after integrating them for chatbots automation or the enhancement of different functionalities in this system; To surmise, hiring me means gaining a reliable professional who delivers scalable solutions promptly without compromising quality. Best Wishes.
€20 EUR in 40 days
4.9
4.9

Hello, This is the kind of problem where architecture matters more than framework choice. A multi-agent system focused on requirement analysis and coordination needs clearly defined roles, structured state transitions, and well-designed memory separation. Otherwise, agents drift, duplicate work, or lose context. My approach would be: • Define explicit agent roles (Discovery, Clarification, Structuring, Task Planner, Risk Analyst, Reporting) • Implement a supervisor or orchestration layer to control handoffs rather than relying on free-form agent dialogue • Design short-term session memory and structured long-term project memory (vector store + structured state store) • Introduce guardrails and deterministic output schemas for document creation • Build tool access through a controlled interface layer to avoid uncontrolled LLM calls If Google ADK is limiting coordination or memory patterns, we can evaluate LangChain or Autogen, or implement a lightweight custom orchestration layer depending on how much determinism you require. Deliverables would include: • Working demo with clearly defined agents • Architecture diagram outlining orchestration and memory layers • Extendable agent template structure • Setup and deployment documentation I’ve worked on structured, audit-sensitive AI systems where explainability and reliability were more important than flashy outputs. Happy to review your current semi-working flow and propose a refined architecture. Best, Jenifer
€27 EUR in 40 days
4.9
4.9

Hello, I am excited about the opportunity to assist in developing your multi-agent AI system for greenfield projects. With my experience in multi-agent systems and orchestration architecture, I can help create a streamlined flow from requirement analysis to progress reporting. I will focus on enhancing your current setup with Google ADK or transitioning to LangChain or Autogen for better multi-agent coordination and memory management. My approach includes designing a working demo with defined agents, a comprehensive architecture diagram, and extendable agent design. I'll ensure the setup documentation is clear for easy understanding and scalability. Questions: • Are there specific tools or integrations you prefer for task management and progress reporting? • How critical is real-time memory access for your project? I am committed to delivering a robust system that aligns with your vision and operational needs. Thanks and best regards, Faizan
€24 EUR in 40 days
4.3
4.3

Hi, I have reviewed the details of your project. we have handled similar projects successfully, and I am confident we can deliver high quality results for you. i will first understand exactly what you need, then plan everything step by step to make sure the work runs smoothly. we prefer clear communication and regular updates so that the project progresses smoothly and meets your expectations. Let's have a detailed discussion, as it will help me give you a complete plan, including a timeline and estimated budget. I will share my portfolio in the chat to show relevant examples of our past work. looking forward to your response. best, Mughiraa
€27 EUR in 40 days
4.5
4.5

Hello, Hope your day is going great! I am a React.js Developer who builds fast, interactive, and fully responsive web applications. I focus on component reusability, optimized performance, and seamless API integration. What I Build 1. High-speed React dashboards 2. Custom UI components 3. Fully responsive frontends 4. API-connected applications 5. State management (Redux / Context) 6. Authentication systems 7. Realtime functionalities (Sockets / Live UI) Why Hire Me? 1. Pixel-perfect UI implementation 2. Modern design patterns & clean code 3. Excellent understanding of performance tuning 4. Fast development & strong communication 5. Experience with production-level React apps Ready to Start? Share your idea or design — I’ll give you: 1. Best approach 2. Timeline 3. Estimated cost Excited to work with you!
€20 EUR in 40 days
4.1
4.1

Hello, This is a strong and thoughtful concept, and I have hands on experience designing multi agent AI systems focused on orchestration, structured reasoning, and memory driven workflows. I can help refine your current Google ADK setup or redesign the architecture using LangChain or Autogen to better support agent coordination, persistent memory, and tool integrations. The solution will include clearly defined agents for requirement analysis, task breakdown, tracking, and reporting, along with a clean architecture diagram and extendable design. I will also provide a working demo and clear setup documentation so your system can scale confidently.
€30 EUR in 40 days
4.0
4.0

Hi there, Your project to build a multi-agent AI system for streamlining greenfield software projects sounds both ambitious and exciting, and it’s exactly the kind of challenge I’d be eager to tackle. With my experience in multi-agent systems, orchestration architecture, and memory design, I can help take this concept and develop a robust, extendable solution that drives value at each stage of the project lifecycle. For the core requirements, I’ll design agents that dive deep into understanding project goals, break down tasks, track progress, and highlight blockers/risks. The goal is to make the agent interaction smooth, intuitive, and informative, ensuring that once the user inputs the project idea, the system can autonomously generate relevant documents for handover to the next agent. I’m comfortable working with Google ADK but also have solid experience with LangChain and Autogen, and can help assess and implement whichever orchestration framework best supports your project needs. For the deliverables, I will provide: A working demo project with clear, interactive agents. I’m confident we can create a system that offers real-time insights and smooth coordination between agents, significantly improving the efficiency of greenfield software projects. Looking forward to collaborating and delivering a successful result. Regards, Ahmad
€18 EUR in 40 days
3.9
3.9

Drawing from my extensive experience in Unity game development, AR/VR programming, and AWS DevOps, I firmly believe I am the perfect candidate for this groundbreaking AI Dev Project Management initiative. As a seasoned freelancer with an unwavering commitment to quality and innovative problem-solving, I bring a unique perspective to your project that can greatly benefit you. My familiarity with game developement has instilled in me the value of stringent requirement analysis, task breakdown, and efficient project tracking -- all crucial aspects of your multi-agent AI system. Additionally, my experience in AWS DevOps complements your project's need for an adaptable orchestration framework. I am adept at handling complex system architectures - coordinating multiple agents, managing memory efficiently (short- and long-term), and integrating different tools for streamlined access. Furthermore, I'm not unfamiliar with working on vast projects needing detailed documentation; this ensures relevant documents that solidify the project idea are efficiently prepared and passed on.
€27 EUR in 40 days
4.0
4.0

Izmir, Turkey
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$30-250 USD
£250-750 GBP
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₹1250-2500 INR / hour
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