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Berat Kaan SEVEN

WORK WRITINGS PRINCIPLES BEYOND WORK ABOUT CONTACT

WORK·WRITINGS·PRINCIPLES·BEYOND WORK·ABOUT·CONTACT·PRIVACY

Berat Kaan SEVEN

© 2026 Berat Kaan SEVEN. All rights reserved.

Every complex problem becomes clearwith the right perspective.

ABOUT ME

Berat Kaan SEVEN

I'm a product manager with a technical background. I work on digital health, SaaS, and data-driven products. Turning ambiguity into structure, gathering teams around a clear goal, and ensuring the work produces a measurable outcome. That is the core of product management for me.

BEYOND WORK

Life Beyond Work

Volunteering and Community Work
Team lead at İstinye Genç Yeryüzü. Children's health programs and IEEE Computer Society presidency at the university.
Exploration
New places, architectural details, and time in museums. Photography is a natural part of the process.
Human Behavior & Body Language
Thinking patterns, work reflexes, and body language. Reading these well makes for clearer decisions in team, product, and communication.

More about me→

MY PRINCIPLES

The Way I Work

Understand
I make sure I understand the matter first.
Simplify
I simplify what's complex.
Sequence
I put work in the right order.
Track
I check the state of the work continuously and regularly.
Sustain
I look beyond completion to how the work sustains.

Read all principles→

Berat Kaan SEVEN · Product and Project Manager

MY WORK

My Featured Projects

A selection of work across health technologies, financial technologies, B2B SaaS, AI-powered products, and marketplaces. For the full catalogue, visit the Work section.

View all work→

2025
Diabetes Risk Prediction Application - PIMA Dataset
SHIPPED
Diabetes risk prediction on the PIMA dataset with an explainable AI approach. Model comparison, SHAP explainability and a decision-support prototype.
2026
Clinikit
ACTIVE
An sklearn-compatible Python toolkit bundling 14 hybrid tabular classifiers, experiment protocols, fairness audits, drift monitoring, and a structured HTML report generator behind one drop-in package.
2023
Telegram Earthquake Notification Bot
ACTIVE
A bot that tracks real-time earthquake data and sends structured notifications over Telegram. Runs on open data from Kandilli Observatory and USGS.
2025
Financial Score Application
SHIPPED
A data product that turns financial indicators into a decision-support score. Data entry, score calculation, risk classification and dashboard logic in one product flow.

WRITINGS

My Thoughts

Short writings on product, systems, and how I work.

All writings→

May 23, 2026
The Unreachable 90%
The story of an obsessive target on the PIMA diabetes dataset, a systematic investigation across 9 sprints, and the Python package that emerged from what remained.
Read
April 12, 2026
Working with ambiguity
In product work, not everything is clear from the start. What matters is understanding the matter correctly and choosing the right first step.
Read
March 28, 2026
Product work is more than shipping features
Visible features are part of the work. The real task is understanding the need correctly and setting the product on a sustainable foundation.
Read