Understand before building.
Start with the process, the people, and the constraints. A useful technical answer begins with the right question.
The person behind Appexo
I’m Michał Wiszenko. I design and build Salesforce solutions, connect systems, and turn useful AI ideas into working software.
Michał Wiszenko / Warsaw, PolandIndependent by design
My work has grown from Salesforce development into solution design, technical leadership, and AI implementation. I enjoy the difficult middle ground: understanding what a business actually needs, then making the technology fit.
Appexo is my independent consulting practice. Today, I provide services through B2B engagements, bringing hands-on delivery experience from larger enterprise consulting programs.
I stay close to the work: architecture decisions, Apex and Lightning Web Components, integrations, and the details that help a team maintain what it builds.
Start with the process, the people, and the constraints. A useful technical answer begins with the right question.
Explain the trade-offs, keep the architecture understandable, and give the delivery team a sound basis to work from.
Carry decisions through implementation. Pay attention to integrations, testing, and the people who will run the solution.
The foundation
A computer science foundation, with a particular interest in how AI can be applied thoughtfully.
Warsaw University of Technology
Reinforcement Learning for Generative Models Based on Sales Data
Warsaw University of Technology
System for Hosting Natural Language Processing Competitions
My academic work includes reinforcement learning for generative models and a co-authored tool for exploring tokenized music. It is another perspective on a recurring interest: making complex systems easier to understand and use.
Read the MidiTok Visualizer preprintContinuing to learn
Salesforce credentials across architecture, development, consulting, and design. Explore each area below; industry accreditations are listed separately.
From the application landscape to integration, data, and access.
Hands-on platform engineering and custom application development.
Service, sales, connected experiences, and practical AI.
Platform configuration, business analysis, and thoughtful experiences.
A broader understanding of the Salesforce ecosystem.
Salesforce Accredited Professional credentials, listed separately from certifications.
A conversation is a good place to start
A new idea, a complex integration, or a Salesforce setup that could work better. Tell me a little about it.