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At a Glance

Key details about this service to help you decide. Generated by Zinn Hub, not the seller.

Frameworks Used

LangChain, LangGraph, CrewAI, n8n
Modern agentic orchestration frameworks used - suitable for complex multi-step AI workflows and real-time data retrieval.

Fine-Tuning Included

Premium Package
LLM fine-tuning on your own data (GPT, LLaMA via Hugging Face) is available in the Premium tier - ideal for domain-specific AI behaviour.

Deliverable Type

Source Code + Deployment
All packages include full commented source code. Standard and Premium add FastAPI or Streamlit deployment so the solution is ready to integrate or demo immediately.

Best For

Startups & Data Teams
Suited to startups adding AI features, businesses automating workflows, and data teams needing specialist ML or chatbot builds - technical or non-technical clients welcome.

What You'll Receive

Formats:
Source Files
Custom Code
Written Report
Delivery Method:
Order Manager
Notes: All deliverables are shared via the order manager. You will receive full source code with detailed comments. Where deployment is included, a working API or app is delivered. A brief written summary explaining the solution, how to run it, and any configuration steps will be included with Standard and Premium orders.

Full Description

If your business needs to automate conversations, retrieve real-time information intelligently, or harness the power of machine learning — this service delivers a working, production-ready AI solution tailored to your exact requirements.

Whether you have a clear brief or are still exploring what is possible, you will work with a London-based AI and Machine Learning specialist who holds recognised certifications in AI and Data Science. The focus is always on fast, thoughtful delivery — no corners cut, no bloated solutions.

**What you can get built:**

AI Chatbots and Agents — intelligent conversational systems that retrieve real-time data, understand context, and respond meaningfully to your users. Built using modern agentic frameworks including LangGraph, CrewAI, and LangChain, or orchestrated with n8n for seamless workflow automation.

Machine Learning and NLP Solutions — predictive analytics models, sentiment analysis pipelines, text classification systems, neural networks, and more. Grounded in your data, built for real-world performance.

LLM Fine-Tuning — take a powerful pre-trained model such as GPT or a Hugging Face LLaMA variant and make it significantly more effective on your specific domain, tone, and dataset.

RAG Systems — Retrieval-Augmented Generation pipelines that allow your AI to query your own documents, databases, or knowledge bases before generating a response.

Deployment-Ready APIs and Apps — delivered via FastAPI or Streamlit so your solution is ready to integrate or demo immediately, built to scale.

**What every delivery includes:**

All packages include full source code and detailed, readable code comments so your team can understand, maintain, and extend what has been built.

**How it works:**

1. Place your order and share your project requirements via the order chat.
2. The scope is confirmed and any clarifying questions are raised promptly.
3. Development begins using the agreed tools and architecture.
4. You receive your deliverable within the agreed timeframe, with revisions included.

**Who this is for:**

This service suits startups wanting to add AI-powered features, businesses looking to automate repetitive workflows, data teams needing a specialist to build or fine-tune a model, and individuals with an AI idea they want brought to life properly.

**Why choose Zinn Digital®:**

Based in London with multiple well-recognised certifications in AI and Data Science, the team at Zinn Digital® listens carefully, adapts to your requirements, and builds exactly what you need — not a generic template. Every project is delivered with clean code, clear documentation, and a focus on solutions that actually work in production.

Not sure where to start? Share what you have in mind via the order chat and the right approach will be recommended before you commit to a larger scope.

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Compare Packages

FeatureStarterStandardPremium
Delivery Time2 days5 days7 days
Revisions23unlimited
Simple AI or ML chatbot/agent using pre-trained models✓✕✕
Full source code included✓✕✕
Detailed code comments throughout✓✕✕
Built with Python and standard AI frameworks✓✕✕
Delivered via order manager as a working solution✓✕✕
Everything in Starter✕✓✕
Dataset preparation and preprocessing included✕✓✕
Model deployment (FastAPI or Streamlit)✕✓✕
Full source code with detailed code comments✕✓✓
Suitable for chatbots, agents, NLP pipelines or ML models✕✓✕
3 revisions to refine the solution✕✓✕
Everything in Standard✕✕✓
Fine-tuned AI model trained on your own data (e.g. GPT, LLaMA via Hugging Face)✕✕✓
RAG system or advanced agentic workflow available (LangGraph, CrewAI, LangChain, n8n)✕✕✓
Dataset preparation and full deployment included✕✕✓
Unlimited revisions until you are satisfied✕✕✓

Portfolio

Examples of the seller's work related to this Zinn.

Build a Custom AI Chatbot, Agent or ML Solution

Build a Custom AI Chatbot, Agent or ML Solution

Extra Information

Why Choose Me

Based In:London, England
Credentials:Holds multiple well-recognised certifications in AI and Data Science
Approach:Fast delivery without cutting corners. Every solution is built to your exact requirements — not adapted from a generic template. Source code is always included and thoroughly commented.

Tools I Use

Languages & Frameworks:Python | PyTorch | Hugging Face | OpenAI API
Orchestration & Automation:n8n | LangGraph | CrewAI | LangChain
Deployment & APIs:FastAPI | Streamlit

Perfect For

Ideal Clients:Startups adding AI-powered features | Businesses automating workflows | Data teams needing specialist build or fine-tuning support | Individuals with an AI concept to bring to life
Use Cases:AI customer service chatbots | Internal knowledge-base agents | Sentiment analysis & text classification | Predictive analytics models | LLM fine-tuning on proprietary data | RAG pipelines

Frequently Asked Questions

Share as much detail as you can about your project — what the chatbot or model should do, your intended users, any data you have, and your preferred technology stack if you have one. If anything is unclear, questions will be raised via the order chat before development begins.

Yes. You do not need a technical background. Share your goal or problem in plain language and the right solution will be recommended. The delivered code will be fully commented so a developer on your team can also pick it up easily.

The core toolkit includes Python, PyTorch, Hugging Face, OpenAI, n8n, LangGraph, CrewAI, LangChain, FastAPI, and Streamlit. The most appropriate combination is chosen based on your specific requirements.

Fine-tuning involves taking an existing large language model and training it further on your own data so it performs better in your specific domain, tone, or use case. It is included in the Premium package and is worth considering if you need the model to reflect your business's specific knowledge or style.

RAG stands for Retrieval-Augmented Generation. It allows an AI model to search your own documents, databases, or knowledge base before generating a response, making answers far more accurate and grounded. This capability is available within the Standard and Premium packages depending on the complexity required.

Revisions cover adjustments to the delivered solution based on your original brief. Each revision round should consolidate your feedback clearly. The Premium package includes unlimited revisions; Starter includes 2 and Standard includes 3.

Yes. All packages include the full source code with detailed comments, so you own and understand everything that has been built for you.

Absolutely. Send a message via the order chat describing what you have in mind and a recommendation will be made before you place your order.

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