You will get an AI system that auto-generates reports from your data
Project details
Your team spends hours writing reports that follow the same structure every time — pulling from the same manuals, standards, and internal documents. This system eliminates that.
I build a custom AI system that reads your company's documents and generates structured reports through a simple chat interface. You describe what you need, the system asks the right questions, and delivers a formatted document in minutes.
Typical use cases:
✅ Technical compliance reports based on regulations or standards
✅ Automated client proposals from your service catalog
✅ Project progress reports from your existing data
✅ Any report your team writes repeatedly from the same sources
What makes this different:
✅ Trained exclusively on YOUR documents — not the open internet
✅ Uses your existing Word/DOCX templates
✅ Your documents are processed securely under OpenAI's privacy policy
✅ No technical knowledge required to operate it
What you get on delivery:
✅ Fully deployed and tested AI system
✅ User documentation in your language
✅ Video walkthrough showing how to operate the system
✅ Revision rounds included per tier
Not sure if your use case fits? Message me before ordering.
I build a custom AI system that reads your company's documents and generates structured reports through a simple chat interface. You describe what you need, the system asks the right questions, and delivers a formatted document in minutes.
Typical use cases:
✅ Technical compliance reports based on regulations or standards
✅ Automated client proposals from your service catalog
✅ Project progress reports from your existing data
✅ Any report your team writes repeatedly from the same sources
What makes this different:
✅ Trained exclusively on YOUR documents — not the open internet
✅ Uses your existing Word/DOCX templates
✅ Your documents are processed securely under OpenAI's privacy policy
✅ No technical knowledge required to operate it
What you get on delivery:
✅ Fully deployed and tested AI system
✅ User documentation in your language
✅ Video walkthrough showing how to operate the system
✅ Revision rounds included per tier
Not sure if your use case fits? Message me before ordering.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Models
GPT-4What's included
| Service Tiers |
Starter
$300
|
Standard
$600
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 10 days | 18 days | 25 days |
Number of Revisions | 2 | 4 | 7 |
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 | - | - | - |
Optional add-ons
You can add these on the next page.
Additional Revision
+$75
Extra report Type
(+ 3 Days)
+$150
External Data Source Integration
(+ 2 Days)
+$100Frequently asked questions
About Edwin
AI Automation Developer | n8n | FastAPI | Business Process Automation
Mariano Roque Alonso, Paraguay - 1:39 am local time
My background is unusual for a developer: I ran a manufacturing business for 8 years, managing every function — production, procurement, distribution, sales, and finances — using Excel, manual processes, and a lot of discipline.
I know exactly what it costs when workflows are slow, data is scattered, and reports take hours to produce.
That experience is why I build automation differently: I understand the business problem before touching the code.
What I build:
• n8n workflows connecting ERPs, CRMs, and external APIs automatically.
• AI-powered document and report generation from business data.
• FastAPI backends — production-deployed with Docker.
• Automated data pipelines that replace hours of manual spreadsheet work.
• Process documentation and KPI tracking systems.
Results from running my own business:
→ 20% reduction in production time through process improvement.
→ 100+ production cycles managed with systematic planning.
→ Full operational tracking built and maintained without external help
If you need someone who understands what your automation needs to accomplish — not just how to connect two tools — let's talk.
Steps for completing your project
After purchasing the project, send requirements so Edwin can start the project.
Delivery time starts when Edwin receives requirements from you.
Edwin works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Document Analysis
I review your source documents, report examples and requirements. I confirm exact scope, complexity and any risks before touching the system. I flag anything outside the agreed tier upfront.
RAG System Build & Prompt Engineering
I build the knowledge base with your documents, configure the LLM, engineer the prompts for your report type and connect everything in the n8n workflow.