bargainai-whatsapp - Sell Project
Project Overview
BargainAI — WhatsApp price-negotiation AI for Indian D2C brands (FastAPI + fine-tuned MuRIL + Claude Haiku + Shopify)An AI agent that haggles with customers on WhatsApp in Hinglish, then closes the deal by auto-generating a Shopify discount code. The core is a fine-tuned MuRIL classifier (80.5% accuracy) for Hinglish intent detection, plus a price-safety architecture where the LLM only emits an {OFFER} placeholder — deterministic code substitutes the floor-clamped price, so the AI can never unde...
Detailed Description
Visual Content & Media
Project Screenshots & Interface
The following screenshots showcase the visual design and user interface of bargainai-whatsapp:
Screenshot 1: Main Dashboard & Primary Interface
This screenshot displays the main dashboard and primary user interface of the application, showing the overall layout, navigation elements, and core functionality. The interface demonstrates the modern design principles and user experience patterns implemented using Python,Shell,Procfile.
Project Demonstration Videos
The following videos provide visual demonstrations of bargainai-whatsapp in action:
Demo Video 1: Main Functionality Walkthrough
This video demonstrates the main functionality and core features of the application, providing a comprehensive overview of how the system works. The video showcases the saas application's technical implementation using Python,Shell,Procfile and user interface design, providing viewers with a clear understanding of the project's capabilities and value proposition.
Video URL: https://www.loom.com/share/0192405ad0754cb6b71fdbbe2b35415b
Live Demo & Interactive Experience
Live Demo URL: https://github.com/niteshnankani-svg/bargainai-whatsapp
Experience bargainai-whatsapp firsthand through the live demo. This interactive demonstration allows you to explore the application's features, test its functionality, and understand its user experience. The live demo showcases the saas application's technical capabilities implemented with Python,Shell,Procfile and real-world performance, providing a comprehensive understanding of the project's value and potential.
Visual Content Summary
This project includes 1 screenshot and 1 demonstration video plus a live demo, providing comprehensive visual documentation of the saas application. The media content demonstrates the project's technical implementation using Python,Shell,Procfile and user interface design, showcasing both the visual appeal and functional capabilities of the solution.
Technical Specifications & Architecture
Technology Stack & Implementation
Primary Technologies: Python,Shell,Procfile
Technology Count: 3 different technologies integrated
Implementation Complexity: Medium - Moderate integration effort with multi-skill development
Technology Analysis
Common Questions & Use Cases
Use Cases & Practical Applications
Target Audience & Use Cases
Business Use Cases: This project is ideal for businesses looking to implement a ready-made solution. Perfect for entrepreneurs, startups, or established companies seeking saas solutions.
Project Details
Project Type: Saas
Listing Type: Sell
Technology Stack: Python,Shell,Procfile
What's Included
Source code, All related data
Full documentation, deployment configs (Render/Railway), the fine-tuned MuRIL model weights, and a live handover call to walk through the codebase and integrations.
Reason for Selling
Focusing full-time on my AI engineering career and consulting work; the product runs well but I don't have bandwidth to grow it as a standalone business right now.
Technical Architecture
Technology Stack & Architecture
This saas project is built using a modern technology stack consisting of Python,Shell,Procfile.
Architecture Type: Saas - This indicates the project follows modern software architecture patterns.
Technical Complexity: Multi-technology stack requiring integration expertise
Business Context & Market Position
Development Context & Timeline
Project Development Timeline
This project was created on July 18, 2026 and last updated on September 10, 2026. The project has been in development for approximately 1.9 months, representing 57.915614085231 days of development time.
Development Commitment: The project requires 20-40 hours/week of development time, indicating a part-time level commitment.
Technical Implementation Effort
Implementation Complexity: Medium - The project uses 3 different technologies (Python,Shell,Procfile), requiring moderate integration effort and multi-skill development.
Next Development Phase: <p><span style="color: rgb(0, 0, 0);">Package as a monthly SaaS add-on for Shopify stores; expand the Hinglish classifier to other Indian regional languages (Tamil, Telugu, Bengali) for wider reach; add support for additional messaging channels like Instagram DM; offer as white-label negotiation infrastructure for WhatsApp automation agencies to resell to their client base.</span></p>
Competitive Analysis & Market Position
Market Differentiation
Technology Advantage: This project leverages Python,Shell,Procfile to create a unique solution in the saas space. The technology stack provides cutting-edge technical implementation that sets it apart from traditional solutions.
Competitive Advantages
- Modern Technology Stack: Python,Shell,Procfile provides scalability, maintainability, and future-proofing
Pricing Information
Offer Price: $4,500 USD
Project Metrics
Average Monthly Revenue: Pre-revenue
About the Creator
Developer: User ID 246935
Project Links
Live Demo: https://github.com/niteshnankani-svg/bargainai-whatsapp
Key Features
- Built with modern technologies: Python,Shell,Procfile
- Listed for sale
Frequently Asked Questions
What is this project about?
bargainai-whatsapp is a saas project that BargainAI — WhatsApp price-negotiation AI for Indian D2C brands (FastAPI + fine-tuned MuRIL + Claude Haiku + Shopify)An AI agent that haggles with customers on WhatsApp in Hinglish, then closes the de....
How much does this project cost?
This project is listed for sale at $negotiable USD. There's also an offer price of $4,500 USD.
What's included when I buy this project?
Source code, All related data.
Why is the owner selling this project?
Focusing full-time on my AI engineering career and consulting work; the product runs well but I don't have bandwidth to grow it as a standalone business right now.
What technologies does this project use?
This project is built with Python,Shell,Procfile. These technologies were chosen for their suitability to the project's requirements and the developer's expertise.
What are the project's current metrics?
Monthly revenue: Pre-revenue.
Can I see a live demo of this project?
Yes! You can view the live demo at https://github.com/niteshnankani-svg/bargainai-whatsapp. This will give you a better understanding of the project's functionality and user experience.
How do I contact the project owner?
You can contact the project owner through SideProjectors' messaging system. Click the "Contact" button on the project page to start a conversation about this project.
Is this project still actively maintained?
Since this project is for sale, the current owner may be looking to transfer maintenance responsibilities to the buyer.