You will get an automated daily report or dashboard from your data
Project details
At Tasty (13 stores) the monthly P&L close went from 3 days of Excel to a Telegram message at 8 AM. I now build the same pipeline for other multi-location operators.
Before this, I spent 14 years in retail operations. Store director, then deputy director, then COO twice. Both times as COO, I lost 2-3 days every month rebuilding the same management report in Excel. After a couple of years of that, I started writing scripts to skip the manual part.
I built one of those systems at Tasty, a 13-store food chain where I was COO. I built another for a 32-store retail network under NDA. In both, monthly P&L went from 3 days of Excel to a daily message at 8 AM.
Now I build the same pipeline for clients. n8n pulls your data, Python does the math, and a short morning commentary (written by Gemini, Claude, or OpenAI depending on workload) lands in Telegram, Slack, a Google Sheet, or email — whichever your team actually opens.
Best fit: multi-store or multi-team setups where month-end close still eats days.
Fixed price, full handover docs. If I don't ship a working report by day 7, you don't pay.
Before this, I spent 14 years in retail operations. Store director, then deputy director, then COO twice. Both times as COO, I lost 2-3 days every month rebuilding the same management report in Excel. After a couple of years of that, I started writing scripts to skip the manual part.
I built one of those systems at Tasty, a 13-store food chain where I was COO. I built another for a 32-store retail network under NDA. In both, monthly P&L went from 3 days of Excel to a daily message at 8 AM.
Now I build the same pipeline for clients. n8n pulls your data, Python does the math, and a short morning commentary (written by Gemini, Claude, or OpenAI depending on workload) lands in Telegram, Slack, a Google Sheet, or email — whichever your team actually opens.
Best fit: multi-store or multi-team setups where month-end close still eats days.
Fixed price, full handover docs. If I don't ship a working report by day 7, you don't pay.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Content Creation, AI-Enhanced Classification, AIOps, Anomaly Detection, Natural Language Generation, Natural Language Understanding, Time Series AnalysisAI Development Language
PythonAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$200
|
Standard
$700
|
Advanced
$1,800
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 21 days |
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.
Fast Delivery
+$100 - $200
Additional Revision
+$40Frequently asked questions
About Marat
n8n & AI Automation | Ex-Retail COO | Reports, Dashboards, Agents
La Plata, Argentina - 10:57 am local time
14 years in retail operations. Started as store director, worked up to COO. Both COO jobs, I lost 2-3 days every month rebuilding the same management report by hand. After a couple of years of that, I started writing scripts to skip the manual part. Now I do it for clients.
How I work: I scope the process before I quote, fixed price, no surprises. We start with something small. I leave full documentation so your team can run and maintain everything after I'm gone.
What I build for you:
🔹 Automated reporting and dashboards. Revenue, margin, KPIs, alerts. Everything pulled from your systems into one daily view your team will actually read.
🔹 Operations and workflow automation in n8n. The manual, repetitive back-office steps connected and running without your team.
🔹 AI workflows and agents on the OpenAI, Claude, or Gemini API. Classification, drafting, data extraction, handling of inbound requests.
🔹 CRM, data sync, and custom integrations in Python. Leads, follow-ups, and the connections no off-the-shelf tool can cover.
Best fit: multi-store or multi-team businesses where someone still spends days closing the books each month.
Stack: n8n, Python, OpenAI, Claude, Gemini, Telegram, Slack, Google Sheets, PostgreSQL, Docker.
Fixed price, full handover docs. If I don't ship a working pipeline by the day we agreed, you don't pay.
Steps for completing your project
After purchasing the project, send requirements so Marat can start the project.
Delivery time starts when Marat receives requirements from you.
Marat works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & scope lock
I review your sources, confirm the report format you need, and lock the scope in a 1-page brief before we build.
Data audit & pipeline build
I connect each source, build the pipeline in n8n + Python, write the report layout, and validate every metric against your sample data.