truemanity studio

Biography

2006 — 2026

Pavlo
Matushchak

Film director and AI solutions architect.

Pavlo Matushchak laughing, seated at a black upright piano, cheek on his hand, in a white linen shirt. A frame generated from his own photograph.
  1. 2006
  2. 2007
  3. 2008
  4. 2009
  5. 2010
  6. 2011
  7. 2012
  8. 2013
  9. 2014
  10. 2015
  11. 2016
  12. 2017
  13. 2018
  14. 2019
  15. 2020
  16. 2021
  17. 2022
  18. 2023
  19. 2024
  20. 2025
  21. 2026
School of Fine Arts2006–2008 · ART AND MUSIC School of Decorative and Applied Arts2010–2015 · ART AND MUSIC Music school, piano2011–2018 · ART AND MUSIC Piano and composition2018–TODAY · ART AND MUSIC Applied Mathematics, then Computer Engineering2018–2023 · EDUCATION AND ENGINEERING Law, Interregional Academy of Personnel Management2019–2023 · EDUCATION AND ENGINEERING Software engineering2019–NOW · EDUCATION AND ENGINEERING Applied AI Engineer and Backend Lead · Conscensia2023–2024 · AI POSITIONS AI Solutions Architect · wealth management, US2024–2025 · AI POSITIONS Creative technology · nine projects2024–NOW · CREATIVE TECHNOLOGY AI Solutions Architect · a European bank2026 · AI POSITIONS Healthcare · multi-agent systems and AI assistants2026 · AI POSITIONS

THE PRESENT · 2026

A white plaster sphere on drawing paper, beside a graphite drawing of it

Generated

Art and music

2006

  1. 2006–2008

    School of Fine Arts

    Drawing and composition: the first training of the eye.

  2. 2010–2015

    School of Decorative and Applied Arts

    Graduated. Material, form and craft.

2015

A white plaster sphere on drawing paper, beside a graphite drawing of it
Pavlo Matushchak laughing, seated at a black upright piano, cheek on his hand, in a white linen shirt. A frame generated from his own photograph.

Art and music · piano

Piano and composition

  1. 2011–2018

    Music school, piano

    One of the leading young pianists in Ukraine in his age group, by wins at the main national competitions.

  2. 2018 – today

    Piano and composition

    Private study with teachers, continuous work on performance and composition; plays at a professional level; teaching experience.

  3. In the work today

    Music, music videos, the audiovisual

    He works with music and with music videos, and hears a film as much as he sees it. Tempo, phrasing and silence shape the cut and the movement of the camera, so sound and picture are made together, as one audiovisual piece.

Three construction drawings: a sphere in its meridians, an ellipse in its box, a family of curves on two axes

Education and engineering

2018 — now

  1. 2018–2023

    Applied Mathematics, then Computer Engineering

    Object recognition and computer vision. Mathematical models, forecasting, probability theory: the habit of thinking in systems.

  2. 2019–2023

    Law, Interregional Academy of Personnel Management

    A second degree, studied alongside engineering.

  3. 2019–now

    Software engineering

    Back-end and full-stack engineering, then team lead: client platforms from MVP to production (Sheep.Fish; Netminds). Since 2023 it runs alongside the AI architecture work.

Pavlo in profile, a keyframe generated from his photographs

AI positions

AI solutions architect

2023 2026

  1. 2023–2024

    Applied AI Engineer and Backend Lead · Conscensia

    Custom genetic algorithms for optimisation problems conventional methods could not solve; at one client, team hours fell from 420 to 260 a week. First agentic workflows and RAG prototypes with LangGraph and LangChain.

  2. 2024–2025

    AI Solutions Architect · wealth management, US

    Architecture and delivery of a document-intelligence platform for wealth management in the United States: a multi-agent architecture, a multi-RAG assistant designed to reason over millions of documents, an OCR pipeline that took extraction accuracy from about 65% to about 99% on complex documents, agentic workflows with human-in-the-loop validation, fine-tuned domain models.

  3. 2026

    AI Solutions Architect · a European bank

    Multi-agent systems and enterprise AI architecture, end to end: a reference architecture for agentic services, an AI SDLC with governance at every stage, an eight-layer AI governance framework prepared for the EU AI Act, discovery with business stakeholders.

  4. 2026

    Healthcare · multi-agent systems and AI assistants

    Multi-agent systems and AI voice assistants for healthcare. Built for production, where a system has to be reliable, auditable and change only under control.

THE EDGE · TWO SYSTEMS, ONE STRUCTUREAS YOU SCROLL · THE BANK REBUILDS INTO THE STUDIO

BEFORE · A BANK · SOLUTION ARCHITECT

Isometric drawing of a bank's AI architecture: a document scanner, server racks, a compliance gate, an approval desk with a stamp, a payment-card conveyor, a ledger beside a vault; agent posts round each, checkpoint arches on a red data line
For a European bank he designs multi-agent systems and the architecture they run on: a reference architecture for agentic services, an AI development cycle with governance at every stage, a governance framework prepared for the EU AI Act. Systems that run in production, where they have to be reliable, auditable and change only under control.

NOW · FILM · THE STUDIO

The same drawing as a film studio: a swatch book, a light table of prints, a camera aimed at a posed mannequin with a bow, a director's chair, a camera on a dolly, an editing desk; the same posts and checkpoints on the same red line
On film the same discipline goes into a story. A pipeline of image and video models is built the way a production system is: every step specified, checked and repeatable. Very few people have both.
  • DOCUMENT INTAKE THE WORLD'S SHEET
  • ANALYSIS REFERENCES
  • CONTROLS KEYFRAMES
  • A PERSON APPROVES THE DIRECTOR DECIDES
  • EXECUTION MOTION
  • THE RECORD THE CUT

A POST · ONE AGENTAN ARCH · A CHECKTHE RED LINE · THE FLOW, THROUGH A PERSONTHE SHAPE OF SUCH A SYSTEM, DRAWN IN GENERAL — NOT THE BANK'S OWN, WHICH STAYS THE BANK'S

Creative technology · 2024 — now

  1. 2024–now

    Midjourney and AI video research

    Continuous tests of image and video models, profiles and moodboards. Since 2024 he has followed the frontier closely.

  2. 2025

    The Aurists · an AI video pipeline

    A ten-stage pipeline from story and scene design to styled frames, for a two-minute short.

  3. 2025

    Video analysis framework

    Packs hundreds of clips into one analysis reel for a vision model and maps every moment back to its source frame.

  4. 2025–2026

    ActionTube

    A content system for long-form focus-music videos. One timeline drives music, voice, picture and interface, with its own MCP server.

  5. 2026

    Multi-camera reels pipeline

    From camera files and a separate recording to finished reels: audio sync, take selection, analysis, a cut list per reel, edits built in Premiere by script. 13 piano reels published.

  6. 2026

    The eclipse film

    Prokofiev’s Dance of the Knights, played in one take during the eclipse of 12 August 2026 in Valencia. The movement was timed to end with totality; two cameras, cut from a written plan.

  7. 2026

    Direction

    The studio’s own direction software. It holds a film’s visual bible and drives the image agents from it: references harmonised to the visual bible, keyframes composed to the Blender previs, every frame checked.

  8. 2026

    Bow and Arrow

    A cinematic AI teaser in 2.39:1, made with Direction: two worlds, one man, a visual bible for each world.

  9. 2026

    truemanity studio

    The studio’s design system, site, case documents and a catalog that the studio’s agents plan and build from.

A white archer drawing a bow, a still from Bow and Arrow

FILM-07 · Bow and Arrow

Shot 1.07 in the Blender animatic
Keyframe 1.21: the dark archer at full draw
A reel cover made from the film’s frames

truemanity studio · Spain · CETThe system · The work · Who I am · Contact