Michal Przadka - AI Consulting

about me

Harnessing the power of AI requires an understanding of data, business, and technology.

I help decision-makers leverage artificial intelligence to improve their business in a direct & tangible way.

about me

clients

“Michał's expertise quickly drove tangible results and cost savings for us. He not only optimized processes but also empowered our team for future growth.”

Flavia Soccol

Docplanner

“Michał's blend of big-picture thinking and disciplined execution has been pivotal in our transformation. He has a rare talent to be both inspiring and pragmatic.”

Dave Lee

Kantar

“Michal excels in AI transformation, blending deep AI knowledge with a grounded understanding of company dynamics.”

Marek Kirejczyk

vlayer

portfolio

Reduced quality control costs by up to 90% with automation

Industry

Services

Problem

Manual quality control processes were time-consuming and resource-intensive

Solution

AI-based system that processes audio and video input, replacing manual quality control processes

I led the development of a POC for an AI system to automate manual quality control processes. My responsibilities included conducting initial workshops with key stakeholders, defining the POC scope, delivering the POC, and identifying potential suppliers. The legacy system involved human reviewers listening to audio and video recordings to check for specific information. The goal was to significantly reduce manual efforts by leveraging AI for automatic transcription, information extraction, fact-checking, and quality assessment.

Result

Significant reduction in manual quality control costs, potentially down to less than 10%

Improved patient experience and reduced doctors’ workload with AI medical assistant

Industry

Healthcare

Problem

Low-value administrative work consumes doctors' time to the detriment of patient experience

Solution

Multi-agent AI system for producing high-quality, consistent summaries based on doctors' requirements

I helped to develop an AI assistant for a healthcare company to support doctors in patient interactions. The software generates medical summaries from appointment content, enhancing patient experience and reducing doctors' administrative workload. My responsibilities included designing and implementing a subsystem for summary evaluation, engaging with stakeholders, analyzing relevant data, and advising on the selection of appropriate AI models.

Result

Enhanced patient experience and reduced doctor involvement in administrative work

portfolio