Ypatec — From Raw Data to Live Product

End-to-End AI & Web Engineering

Your data.Transformed.Delivered.

We take your raw data all the way to a live, intelligent web application. One partner. Zero gaps.

See How It Works

Day 7: build starts

52% → 74.1% accuracy

Your code. Always.

30-min call. No prep.

01The First Week

No 6-month
roadmaps.

Day 1

We audit your data

Day 3

"Here's what we can build"

Day 7

Build begins

From idea to live — weeks, not months.

02Real Result

GeoQuintus

Before

52%

→

After

74.1%

↑ 22.1% accuracy gain · 8 weeks

Satellite imagery classification · mAP

03For Non-Techies

You don't need to understand how it works.

Just see it work.

Under the hood

model.fit(X,
epochs=50,
loss="cat"

What you see

74.1%

↑ 22.1% better

04What's Yours

The code, the data,
the IP.
Always.

Source code

Full repo, from day one

✓

Deployed app

Live and yours to keep

✓

Docs & training

Human-readable, always

✓

No lock-in. Ever.

05The Honest Part

We'll tell you if
AI isn't the answer.

Most agencies won't. We will. A 30-minute call costs you nothing — we'll tell you plainly what's possible.

Available for projects

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Delivered for·5 projects · 3 countries

01Why Ypatec

Data science and
web engineering.
Rarely under one roof.

Most data teams can build a model but not the interface. Most web agencies can build the interface but not the model. The result is two engagements, two budgets, and a gap where things go wrong.

One partner. One pipeline. Zero handoffs.

One Engagement

No handoffs, no coordination overhead. Data, model, and application handled by the same person — start to finish.

From Notebook to Production

Models built here don't stay in Jupyter. They get deployed, documented, and integrated into something your team can actually use.

No Idle Time

A single pipeline means no waiting between stages. Work moves continuously from data to model to application without the gaps.

You Own What Gets Built

Every decision is documented. When the engagement ends, your team understands the system well enough to maintain it independently.

02The End-to-End Pipeline

From raw data to working intelligence.

YpaTec Pipeline · Click a node to expand

Stage 01

Data Pretreatment & Engineering

Garbage in, garbage out.

● active

Stage 02

Custom AI & ML Model Development

Not off the shelf.

○ click to view

Stage 03

Full-Stack Web Application

Built for humans, not engineers.

○ click to view

Stage 01 — Data Pretreatment & Engineering

Garbage in, garbage out.

Before any model is trained, your data must be honest, consistent, and structurally sound. We audit, clean, enrich, and engineer your dataset into a form a model can learn from faithfully.

01Missing value imputation
02Outlier detection & treatment
03Feature engineering & selection
04Normalisation & encoding
05Automated ETL pipelines

Drag to reposition · Click to expand

A production system. From day one.

Your team logs in, uploads data, clicks a button, and receives intelligent predictions — visualised clearly, exportable easily. Not a prototype. Not a notebook. A system built for daily use from launch.

03Standalone Services

You need one thing
done right. We do exactly that.

Every stage is available as a fully independent service. Bring your own data scientist and only need the app? Done. Already have a clean dataset and only need the model? Perfect.

Not sure what you need? That's what the free consultation is for — we'll tell you plainly.

Data Pretreatment & Feature Engineering

"I have data. It's a mess. I need it analysis-ready."

Raw data is rarely usable as-is. We audit it, clean it, and build the pipeline that keeps it that way — automatically. Done for environmental sensor networks with multi-source, inconsistent inputs.

The team stopped touching spreadsheets entirely.

Perfect

Let's talk.

Free · No commitment · Response within 24 hours