INSIGHTS / SHUMI TECHNOLOGIES

Ideas from building AI, software and digital products.

Notes on engineering practice, AI system design and product quality — written from inside the work, as the products are being built.

01 / INSIGHTS

Ideas from building AI, software and digital products.

01

AI-Assisted Software Development Is Not a Coding Problem

ENGINEERING PRACTICE

02

Engineering Multimodal AI Systems for Technical Document Understanding

MULTIMODAL AI

03

Beyond Accuracy: A Practical Framework for Evaluating Trustworthy AI Software

AI EVALUATION

04

From AI Prototype to Production: A Practical Engineering Framework for Reliable AI SaaS

AI SAAS

05

AI-Generated Technical Debt

SOFTWARE QUALITY

// Writing in progress — publication dates to be announced

02 / PUBLICATIONS

The Entrepreneur Story

Feature: Anastasiia Shumilo, SHUMI TECHNOLOGIES & DrawFlow

Read the feature

03 / CONTACT

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