You will get AI Integration for Your App | OpenAI | Claude API | Feature Development
Project details
You already have a product with users, a database and a codebase somebody maintains. You do not need a separate AI app. You need the thing you already built to get smarter without becoming fragile.
I add AI inside your existing product, using your patterns, your auth and your data model.
WHAT THAT LOOKS LIKE
A search box that understands intent instead of matching keywords. A field that fills itself from an uploaded document. A summary where users read forty messages today. A classifier that routes the ticket before a human sees it. Things that remove real minutes, not a chatbot bolted onto a corner of the screen.
The operational half is included: caching so you do not pay twice for the same answer, a spend ceiling so a loop cannot run your bill overnight, fallbacks when the provider is down, logging so you see what the model did.
I read your code before proposing anything, then send the plan for where the AI layer belongs. You approve it before I write a line.
Tell me what your users struggle with and I will tell you if AI is the right fix. Sometimes it is a better form.
I add AI inside your existing product, using your patterns, your auth and your data model.
WHAT THAT LOOKS LIKE
A search box that understands intent instead of matching keywords. A field that fills itself from an uploaded document. A summary where users read forty messages today. A classifier that routes the ticket before a human sees it. Things that remove real minutes, not a chatbot bolted onto a corner of the screen.
The operational half is included: caching so you do not pay twice for the same answer, a spend ceiling so a loop cannot run your bill overnight, fallbacks when the provider is down, logging so you see what the model did.
I read your code before proposing anything, then send the plan for where the AI layer belongs. You approve it before I write a line.
Tell me what your users struggle with and I will tell you if AI is the right fix. Sometimes it is a better form.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AIOps, Conversational AI, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAI, Hugging FaceAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$199
|
Standard
$1,200
|
Advanced
$2,800
|
|---|---|---|---|
| Delivery Time | 5 days | 12 days | 20 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 | - | - |
About Guglielmo
AI Agents, Chatbots & Workflow Automation | Production AI Engineer
Milan, Italy - 10:54 pm local time
I build AI agents, chatbots and automations that run in production: connected to your real data, wired into the tools your team already uses, and still standing after the first thousand messages.
WHAT I BUILD
• AI agents that actually do the work. Multi-step reasoning, tool calling, and the guardrails that stop them going off-script or running up your bill.
• Chatbots that answer from your own documents, with the source attached to every answer and an honest "I don't know" instead of an invented one.
• Workflow automation, n8n or custom, that removes the task nobody on your team wants to do twice.
• AI built into the app you already have, rather than a separate toy nobody opens.
WHY CLIENTS KEEP COMMISSIONING
I ship on rails. A written plan before I touch code. Staging before production. Numbers you can verify instead of adjectives. I name my own bugs before you find them, and I will tell you when a feature is not worth building, which costs me money and saves you more.
My last client commissioned continuously for five months and wrote this: "one of the most substantive technical collaborations of my career."
HOW I WORK
Fully asynchronous, entirely in writing. No calls, no standups, no scheduling across time zones. You get updates you can read at 2am and forward to your team, and every decision stays on the record instead of evaporating in a meeting.
Stack: Python, FastAPI, Next.js, PostgreSQL, pgvector, Docker, OpenAI and Anthropic APIs, Stripe. MIT Professional Education certificate in Large Language Models. Background in security, which mostly shows up as systems that fail closed instead of loudly.
Tell me the outcome you need and what is currently in the way. You get back a scoped plan with a fixed price, usually same day.
Steps for completing your project
After purchasing the project, send requirements so Guglielmo can start the project.
Delivery time starts when Guglielmo receives requirements from you.
Guglielmo works on your project following the steps below.
Revisions may occur after the delivery date.
Fit the AI to your codebase, not the reverse
I read your code first and propose where the AI layer belongs, using your existing patterns, auth and database. You approve that before I write anything. Bolted-on AI that ignores the codebase is what teams end up rewriting six months later.