AI WhatsApp Plastic Trade Negotiator

@webmasters486

Hi there, I’ve reviewed your project and understand you’re looking to build an end-to-end AI agent for WhatsApp Business that manages the full sales cycle for bulk Polyethylene (PE). The goal is a friendly, conversational bot that can initiate chats, answer follow-ups in real time, negotiate terms, and secure confirmations while learning from your past deals and ongoing approved interactions. I can develop a production-ready AI agent using Python or Node.js, integrating with the WhatsApp Business API and hosting on AWS or GCP. The agent will be trained or fine-tuned on your historical conversation archive to understand pricing logic, MOQ limits, freight clauses, and cultural nuances. An admin dashboard will provide real-time visibility into threads, deal status, sentiment, and exportable reports. Full source code, deployment instructions, and human hand-off triggers will be provided for maintainability and extensibility. The solution will be optimized for high intent accuracy, low-latency responses, and real-world deal closures, with a conversational tone consistent with your style. With my experience in AI, LLMs, RAG workflows, and messaging integrations, I can deliver a polished system that autonomously drives sales while remaining transparent and controllable. Best regards, Muhammad Adil Portfolio: https://www.freelancer.com/u/webmasters486

@Shrutibimpl

Hello, I have a few quires regarding the AI sales agent for Polyethylene. 1) Which API or provider are you currently using for your WhatsApp Business account? 2) Is your pricing logic stored in a structured database or just within the conversation history? 3) How should the system flag a deal for your final approval before secure confirmation? I will build a custom AI agent using an advanced NLP model and a specialized retrieval system to ingest your historical deal data. I will develop a negotiation module that learns your specific pricing, payment terms, and delivery schedules from the archives you provide. The system will integrate with the WhatsApp API to manage real-time conversations and proactive outreach in a conversational tone. I will also implement a learning loop that allows the agent to update its knowledge base with new approved chats to improve its performance over time. Thanks, Bharat

@MQamar123

With my extensive and diverse skill set, I believe I am the ideal candidate to develop your AI WhatsApp Plastic Trade Negotiator. Having spent over 7 years honing in on my software development expertise, I'm adept at implementing solutions that are not only robust and efficient but tailored to meet the unique needs of every client. That adaptability extends to artificial intelligence projects where my use of Python has yielded sophisticated solutions - perfect for your Polyethylene negotiations. Your satisfaction is paramount to me and so getting the specifics right is something I hold dear. From illuviation sentiment analysis, graceful human hand-off triggers to a comprehensive admin dashboard showing active threads and deal statuses, none of your requirements will be overlooked. My track record of delivering high-quality work in a timely manner aligns perfectly with getting your desired project out efficiently. Let's get started on this project - I'm excited about outlining a detailed plan with timelines that suits your needs!

@KTECH2411

You need a WhatsApp AI sales agent that can handle PE deal conversations end to end, learn from your past chats, and close deals naturally while staying reliable in production. I’ll build a production-ready system with WhatsApp Business API integration, LAG/RAG or fine-tuned negotiation logic, human handoff controls, and an admin dashboard for deal tracking, exports, and oversight. I’ve worked on conversational AI systems using Python, cloud deployment, LLM workflows, and business-process automation where tone, accuracy, and low-latency responses matter. I’m ready to map the architecture and start immediately with a clear delivery plan for pilot, testing, and launch.

@abdf2010

Hey, I noticed your project, AI WhatsApp Plastic Trade Negotiator and believe I can help. My work in Java has prepared me well for this kind of project. Looking forward to hearing your thoughts.

@anilptk

Hello there! I'm Anil, an experienced full-stack developer with a strong background in AI and chatbot development. Your project for an AI WhatsApp Plastic Trade Negotiator caught my eye, and I believe I have the skills and expertise to deliver exceptional results. I have extensive experience in Java, Python, Linux, and AWS, making me well-equipped to develop the end-to-end AI agent you require. My past work in conversational AI and natural language processing align perfectly with the project's objectives. I am confident that I can meet all key deliverables, including a production-ready model and seamless integration with the WhatsApp Business API. I am eager to outline my approach and timeline for this project and discuss how I can bring your vision to life. Let

@niveditaj1

Gemini said Subject: Proposal: Autonomous AI Sales Agent for Polyethylene Logistics Hi, I specialize in building intelligent, autonomous sales agents that don't just "chat" they close. I understand the nuances of the PE market and am ready to deploy a solution that mirrors your voice, handles complex negotiations, and drives revenue through WhatsApp Business. My approach utilizes a robust RAG pipeline fine-tuned on your historical data. By analyzing your successful deals, the agent will master your specific pricing triggers, freight logic, and cultural rapport, ensuring it handles inquiries with the same precision as your top sales representative. I have two critical questions: 1) What is the current volume of daily incoming leads, and do you have a preference for a specific LLM (GPT-4o, Claude 3.5 Sonnet) for the reasoning engine? 2) Are there existing internal APIs for your real-time inventory and pricing updates that the agent needs to query during negotiation? Best regards, Nivedita

@Hemantt841

I understand you require a fully autonomous AI agent integrated with your WhatsApp Business account to handle the entire sales cycle for bulk Polyethylene, including proactive outreach, real-time negotiation, and securing written confirmations while maintaining a conversational tone. You also need the model trained on your archive of past PE deal chats and a dashboard for deal monitoring and sentiment analysis. With over 15 years of experience and more than 200 projects completed, I specialize in Python, AWS, Linux, AI chatbot development, and large language models, making me well-suited to build your conversational AI agent. My background in API integration and cloud deployment aligns perfectly with your need for WhatsApp Business API integration and hosting on AWS or GCP. I plan to fine-tune an LLM using your labeled chat data, leveraging LangChain or a hybrid retrieval-augmented generation approach for accurate intent detection and negotiation logic. I will set up secure webhook flows, build a conversation manager with human handoff triggers, and create an admin dashboard with real-time deal status and export features. I estimate a four to six-week timeline to deliver a production-ready system with documentation and source code. Let’s discuss how to tailor the solution to your exact needs and get started promptly.

@amaank66

Hello, I can build a fully autonomous AI sales agent for WhatsApp Business that handles your complete PE sales cycle—from proactive outreach to real-time negotiation and deal confirmation—while maintaining a friendly, human-like tone. Using your archived WhatsApp conversations, I will train or fine-tune a model (LLM, RAG, or hybrid) to learn your pricing logic, MOQ rules, freight clauses, and cultural nuances. The agent will continue learning from new, approved interactions to improve over time. Key deliverables include: Production-ready model hosted on AWS/GCP Seamless WhatsApp Business API integration with webhooks Conversation manager capable of initiating, responding, negotiating, and closing deals with human hand-off triggers Admin dashboard showing active threads, deal status, sentiment, and export to CSV/CRM Deployment guide and full source code for future extensions I will ensure 90%+ intent accuracy on test chats, complete at least one fully autonomous deal in a monitored pilot, and maintain a conversation tone score ≥ 4/5. Stack options include Python, Node.js, LangChain, OpenAI, vector DBs, or optimized open-source LLMs—chosen for stability, low latency, and scalability. I can outline a clear timeline and phased milestones to get this live efficiently. Best regards, Amaan Khan P. CUBEMOONS PVT LTD.

@tamannarajput18

As a seasoned Full Stack Developer with over 6 years of experience, I am confident that I can bring the perfect blend of expertise and innovation needed to deliver your AI-equipped WhatsApp Plastic Trade Negotiator. Thanks to my versatile skill set, I can traverse various tech stacks including the likes of Python, Node.js, LangChain, and OpenAI among others, ultimately ensuring the best performance for your end-to-end solution. Now envision this; an AI agent that handles every step of your sales cycle efficiently just like you would - initiating chats proactively, negotiating prices, payment terms, dealing with delivery schedules and even securing written confirmations. Rest assured success with these tasks requires more than just coding aptness.. To maximize proficiency, I'll leverage on your past conversations data to train or fine-tune my models ensuring our custom-built plastic trade negotiaotr mimics your voice perfectly. Additionally, hosting the production-ready model on your preferred cloud (AWS or GCP) exploiting the seamless integration with official WhatsApp Business API supplemented by webhook setup for message flow will ensure a smooth real-time conversation whether performing autonomously or leveraging graceful human handoff triggers.

@PyMLExpert1

With my expertise and experience in Python and Machine Learning, I'm confident that I can develop the AI agent you need—a responsive, end-to-end Whatsapp bot skilled in identifying intents, engaging in real-time conversations, negotiating bulk trade deals, and securing written confirmations. My familiarity with AWS and GCP will enable me to host your AI model on your preferred cloud and seamlessly integrate it with the WhatsApp Business API. Additionally, my skills in architecting complex algorithms and working with large-scale data prove invaluable for effectively exploiting the extensive archive of past Whatsapp conversations you'll provide. This will allow me to create a deeply trained model (LLM, RAG—or even hybridized) that imbibes not just the logic behind your pricing, MOQ limits, and freight clauses but equally essential cultural nuances peculiar to your trade. Lastly, as I pride myself on my ability to ensure stability and low-latency performance in all the projects I undertake, you can be assured of a production-ready model that delivers on all metrics. I look forward to outlining my approach and recommended timeline for this project and getting it off the ground as soon as possible. Choose me for a solution that guarantees fruitful negotiations—not just friendly smiles.

@urbanr1

Hi there, Excited to build your end-to-end AI WhatsApp Plastic Trade Negotiator. I’ll architect a production-ready, low-latency solution that opens chats proactively, answers follow-ups in real time, negotiates terms, and captures written confirmations, delivered with a friendly, your-voice tone. I’ll base the model on your past PE deal archive (training with LLM/RAG hybrids, vector DBs, and a careful prompt strategy) and enable continuous learning from new chats with controlled admin approvals. What I’ll deliver: • Production-ready model on AWS or GCP with WhatsApp Cloud API integration and webhook flow • Conversation manager: proactive outreach, instant responses, autonomous negotiation, graceful hand-offs to humans • Admin dashboard for active threads, deal status, sentiment, and CSV/CRM export • Full deployment guide and clean, extensible source code ✅ Approach: - Data ingestion: secure use of your labelled chats for fine-tuning and evaluation - Model: mixed strategy (OpenAI or open-source LLMs) with retrieval-augmented generation and structured negotiation prompts - Integrations: WhatsApp Cloud API, logging, webhook routing, and error handling - Observability: metrics for intent accuracy, closure rate, tone scores, and pilot monitoring - Governance: safe hand-offs and audit trail ✅ Timeline & Budget: - Phase 1 (2 weeks): architecture, data prep, MVP on sandbox, initial intents - Phase 2 (3-4 weeks): full training, integration, pilot, and dashboard - Phase 3 (ongoing

@steffank2

Hello, I have completed similar projects outside of Freelancer, recently helping a client deploy an AI agent to fully automate customer interactions on their messaging platform, boosting sales efficiency and closing deals faster. I understand you need a clean, professional, user-friendly AI solution seamlessly integrated with WhatsApp Business API to manage the full sales cycle for bulk Polyethylene (PE), including proactive outreach, real-time negotiation, and friendly conversational tone. With expertise in Python, Node.js, LangChain, and large language models, I can deliver a robust, automated agent hosted on AWS or GCP. I am doing it at a discounted price because I want good reviews instead of a lot of money. I have tons of experience and have done other projects off site. I would love to chat more about your project! Regards, Steffan Koekemoer

@UzeeTech

As a Full-Stack Developer with over 9 years of industry experience, I believe I possess the ideal skill set to bring your vision of an AI WhatsApp Plastic Trade Negotiator to life. Equipped with expertise in Python, I can seamlessly integrate and deploy a production-ready model on your preferred cloud platform, while ensuring smooth communication flow via the official WhatsApp Business API. My knowledge extends to LangChain, OpenAI and vector databases which could be leveraged to train an AI model that resonates with real-life data from your archived conversations. Having built complex backend systems for clients in the past, I understand the critical importance of delivering top-notch work that aligns closely to client expectations. Whether it's initiating conversations, responding instantly or negotiating and closing deals with a graceful hand-off trigger - I am adept at managing all aspects; ensuring high accuracy in intent detection across withheld tests sets and maintaining a tone that buyers appreciate. In addition to my technical skills, I also offer flexible timelines, excellent communication, and 24/7 availability should any support or updates be needed. My commitment to your project translates into a pledge for quality, performance and security. In partnering with me, you'll not only get an exceptional AI WhatsApp Plastic Trade Negotiator but also gain access to ongoing support as needed. Let's connect and build something amazing together!

@manojgn14

I can build this using n8n automation tool, also I have an experience of such automation, if you ok with n8n automation ,we can connect

@diveshk63

With proficiency and passion for developing high-performance digital solutions, I firmly believe I can be your go-to expert for the AI WhatsApp Plastic Trade Negotiator project. My extensive experience in Python and building scalable web and mobile applications aligns well with your tech requirements for this project. Your project description requires an AI agent that mimics human interactions on WhatsApp to handle sales negotiations effectively, while sounding friendly and conversational. Apart from my solid knowledge in Python, I have a proven track record of successfully working with cutting-edge technologies such as LangChain, OpenAI and LLMs - exactly what you need to craft the end-to-end AI agent-with a touch of humanity. Moreover, my problem-solving mindset combined with exceptional attention to detail will allow me to deliver a model that not only accurately detects intents, but also learns from fresh chats—just as you mentioned. Another added value I bring to the table is the ability to design an intuitive admin dashboard, empowering you with vital insights about active threads, deal status, sentiment analysis, and exporting options

@jgarcia83

I've built WhatsApp Business AI agents before. The core stack is: WhatsApp Business API (via Twilio or Meta's Cloud API) + Python backend + LLM for negotiation logic. Here's how I'd build this: - Webhook listener (FastAPI) that receives incoming WhatsApp messages - Conversation state machine tracking negotiation stage (inquiry → offer → counter → close) - LLM-powered response generation with domain-specific prompts for plastic trade terminology, pricing logic, and objection handling - Human escalation trigger: if confidence drops or deal size exceeds threshold, flags for manual review - Deal logging: every conversation stored in SQLite/PostgreSQL with timestamps, prices mentioned, and outcome - Deployed on a lightweight VPS (or AWS Lambda if you prefer serverless) Before I scope the final pricing logic: what's the typical deal structure? Fixed price lists you want the bot to negotiate from, or dynamic pricing based on volume/grade?