You will get a production ready Claude or GPT integration built into your web app
Project details
You will get a production ready AI feature built into your app, not a throwaway demo. With 15 years shipping software across the full stack and a real security background as a former penetration tester, I build AI that works and stays safe. I add Claude, GPT, or open models with proper streaming, error handling, tool calling, retrieval over your own data, and rate limit and cost guardrails. I have shipped a game to Steam and published two books on my own, so I know how to take something from idea to a finished release. I fit the work into your existing stack, I scope honestly, and I would rather tell you a feature is a bad idea than bill you to build it. Send me a short note about your app and what you want the AI to do, and I will tell you exactly which tier fits and how I would approach it.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, Conversational AI, Natural Language Generation, Natural Language Understanding, Sentiment AnalysisAI Development Language
PythonAI Tools
Azure OpenAI, Hugging FaceAI Models
ChatGPT, GPT-3, GPT-4, LLaMAWhat's included
| Service Tiers |
Starter
$150
|
Standard
$450
|
Advanced
$900
|
|---|---|---|---|
| Delivery Time | 4 days | 7 days | 14 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | |||
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code | - | - | - |
Frequently asked questions
About Iggy
Senior Full-Stack Engineer, AI Integration & App Security
Chandler, United States - 5:43 pm local time
Here is proof that I finish what I start, not just prototype it:
- Sonak, a dark-fantasy action RPG that I built and shipped to Steam with a playable demo, published under my studio Sublime Orange LLC.
- Two published books, including a technical title selected for Intel's Recommended Reading List, and a 200-puzzle title I generated and published end to end.
- Senior engineering roles at GoDaddy, U-Haul, and FEI Systems, working across .NET, Angular, Node, and Python.
What I can help you with:
- Full-stack web development in .NET, Node, Angular, Next.js, Python, and Django. New builds, features, fixes, and migrations.
- AI and LLM integration. I add Claude, GPT, and open models into real products, including chat, agents, tool use, streaming, and retrieval over your own data (RAG).
- Secure AI review. I check your AI features for prompt injection, data leakage, and the common LLM security risks, from the point of view of someone who has actually done the attacking.
The way I work is simple. I scope honestly, I communicate clearly, and I would rather tell you a feature is a bad idea than bill you to build it. I move fast because I use modern AI-assisted workflows, and I back that speed with 15 years of judgment about what holds up in production.
If you want a reliable engineer who can build the whole stack and make your AI features both useful and safe, take a look at my portfolio below and send me a note about what you are working on. I will tell you exactly how I would approach it.
Steps for completing your project
After purchasing the project, send requirements so Iggy can start the project.
Delivery time starts when Iggy receives requirements from you.
Iggy works on your project following the steps below.
Revisions may occur after the delivery date.
Scope and plan
We confirm the goal, the model, and the exact scope. I review your app and tell you which tier fits and how I will build it.
Build the integration
I wire the model into your app with streaming, error handling, and a secure key setup, following your existing code patterns.