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At a Glance

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

Engagement Type

1-Hour Strategy Call
This service is a consulting session, not direct development. The base package focuses on idea refinement and scoping before any build begins.

Tech Stack

Python, TensorFlow, OpenAI, BERT, OpenCV
Custom builds using established ML frameworks. No templates or third-party code — everything is developed in-house from scratch.

Upgrade Path

Base → Model Creation (21 days) → Full Build (45 days)
The base $170 call leads to a quote. Paid upgrades unlock actual model creation and documentation, making the call a precursor to a larger engagement.

Developer Background

10+ Years | 100+ Apps | London-Based
Positions as a senior AI consultant with startup advisory experience, able to bridge technical and business conversations across web and mobile AI projects.

What You'll Receive

Formats:
Digital FilesWritten ReportLive Video CallSource Files
Delivery Method: Order Manager
Notes: Discovery Call: a scheduling link will be sent via order chat within 1 business day to arrange the 1-hour call. Standard and Full Build tiers: deliverables are provided as digital files and/or source files via the order manager upon completion. A written call summary is available as an optional add-on.

Full Description

Most AI projects fail before a single line of code is written. Why? Because the developer said "yes" to everything without understanding what you actually need — and nobody flagged the blind spots until it was too late.

This service starts differently. Before any build begins, you sit down with an experienced AI developer who speaks both tech and business. You walk away with absolute clarity on what to build, how to build it, and what to watch out for.

Whether you stop at the strategy call or commission a full bespoke build, every engagement is honest, structured, and delivered from scratch — no templates, no recycled code, no shortcuts.

**What You Get**

At the entry tier, you receive a one-hour consulting call focused entirely on your project. Together you will map out your AI-powered platform, identify the right technology stack, surface any gaps in your current thinking, and receive a clear, costed quote for the next steps. This alone saves countless hours of back-and-forth with developers who nod along without truly understanding the problem.

Upgrading to a full build brings in model creation — a custom machine learning model researched, designed, and trained to your specific use case. The full-build tier adds comprehensive model documentation so your team understands exactly what has been delivered and how to maintain it.

**Technology Stacks Used**

Python, TensorFlow (deep learning), OpenCV (computer vision), BERT-based NLP, OpenAI GPT-4o and o1, DeepSeek, Claude, ChatGPT integrations, MySQL, and Google Colab — selected based on what genuinely fits your project, not what is fashionable.

**How It Works**

1. You purchase and send a brief overview of your project in the order chat.
2. A call is scheduled within your delivery window.
3. On the call, your idea is stress-tested, the best architecture is mapped out, and a detailed quote is provided.
4. If you have chosen a build tier, development begins immediately after the brief is confirmed, with progress updates throughout.

**Who This Is For**

Startup founders who need a trusted technical partner. Product teams evaluating AI integration. Business owners who have heard a lot of "yes" but received very little clarity. Anyone building a web or mobile application that needs a real, custom AI layer — not an off-the-shelf plugin.

**Why Zinn Digital**

Over 10 years of AI development experience. More than 100 applications built across a career. Based in London, with a track record of consulting startups at every stage. The commitment here is candour: if your idea has a flaw, you will hear about it — and how to fix it — before any budget is spent on development.

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Compare Packages

FeatureDiscovery CallStandard BuildFull Build & Docs
Delivery Time2 days21 days45 days
Revisions000
1-hour live consulting call with an AI specialist
Project scoping and requirements mapping
Technology stack recommendation for your use case
Blind-spot and feasibility review
Custom development quote provided after the call
Research into your specific AI application area
Everything in the Discovery Call tier
Custom AI model creation from scratch (no templates)
Model training and performance tuning
Deployment-ready model delivered
Python, TensorFlow, OpenAI or DeepSeek stack as appropriate
Built entirely in-house by the Zinn Digital team
Everything in the Standard Build tier
Extended development timeline for larger or more complex applications
Comprehensive model documentation included
Full technical handover materials for your team
Suitable for web and mobile AI-powered application builds
NLP, computer vision, or generative AI — matched to your project needs

Portfolio

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

Consult, Research & Build Your Custom AI Application

Consult, Research & Build Your Custom AI Application

Consult, Research & Build Your Custom AI Application
Consult, Research & Build Your Custom AI Application

Consult, Research & Build Your Custom AI Application

Consult, Research & Build Your Custom AI Application

Extra Information

Why Choose Me

Experience:10+ years building AI-powered web and mobile applications
Projects Delivered:100+ custom AI applications built over the course of a career
Approach:Everything is built from scratch, in-house. No templates, no recycled code — every solution is engineered specifically for the client's requirements and use case.
Based In:London, England

Tools I Use

AI & Language Models:OpenAI GPT-4o, DeepSeek, Claude, BERT (NLP)
Machine Learning Frameworks:TensorFlow, Google Colab
Computer Vision:OpenCV
Languages & Databases:Python, MySQL

Perfect For

Who benefits most:Founders building their first AI-powered product, product managers seeking technical clarity, startups needing a full-build partner, teams that have received vague or unreliable AI proposals elsewhere

Frequently Asked Questions

Yes — please send a brief overview of your project before purchasing. This allows the right tier to be recommended and ensures the call is as productive as possible. Even a rough description of what you want to build and any data you already have is very helpful.

During the call, your idea is scoped in detail. The right AI technologies are identified for your use case, the overall architecture is mapped out, and any technical risks or blind spots are flagged. You will also receive a custom development quote at the end of the session.

It means no pre-built templates, no repurposed third-party code, and no shortcuts. Every model and application is engineered specifically for your requirements. This matters because template-based solutions rarely handle edge cases well and are much harder to scale or maintain.

Ideally, some existing data relevant to your application. The AI development process starts with identifying what to model, then finding and cleaning the data needed to train it. The more relevant data you have access to at the start, the faster and more accurately the model can be trained.

The process runs in stages: first, the objective is defined and the right algorithm selected. Data is sourced and cleaned. A model is then built and trained until it performs to the required standard, and finally it is deployed to the server. Each stage is discussed with you so you understand what is happening and why.

Both include custom model creation, training, and deployment. The Full Build & Docs tier adds comprehensive model documentation and a longer delivery window suited to larger or more complex projects. Documentation is particularly valuable if your internal team will need to maintain or extend the model after handover.

The work spans a broad range including NLP and text generation (using BERT and large language models), computer vision applications (using OpenCV), generative AI integrations (GPT-4o, DeepSeek, Claude), deep learning models via TensorFlow, and custom web or mobile AI-powered platforms. The consulting call helps determine the best fit for your specific brief.

Revisions are not included in the standard tiers, as the scoping process at the start of each engagement is designed to ensure the brief is thoroughly understood before development begins. Any additional revision requirements can be discussed via order chat.

Customer Reviews

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Highly recommended; professional and has an in-depth understanding of the AI field.

Thanks Neil, I appreciate the strategy and approach you took.

Hi Neil and team. Thanks for the fast feedback and turnaround!

I spent a lot of time trying to resolve this issue and Neil gave me a really simple and logical fix.

Pleasure as always. Great work.

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