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Ilya Misyura

About me.

I combine applied AI and research software engineering with cybersecurity and data protection. At FHNW, I develop RAG and GraphRAG pipelines and full-stack applications, alongside product ownership, university teaching and thesis supervision.

Experience

Research Associate

Feb 2026 — present

Center for Digital Trust FHNW · Basel, Switzerland

Applied AI, research software engineering and product ownership, alongside teaching and supervision across Bachelor’s and Master’s programmes.

Research Assistant

Jul 2022 — Jan 2026

Center for Digital Trust FHNW · Basel, Switzerland

Research software engineering and product ownership, alongside teaching and supervision across Bachelor’s and Master’s programmes.

Business Process Manager

Dec 2019 — Feb 2022

Hochusobitake · Kharkiv

Designed business-process automation that reduced operational transaction-processing time by approximately 60%. Implemented cloud ERP and task tracking, managed an adapted Scrum framework, and developed the online store.

Software Developer

Apr 2016 — Feb 2017

Sintez LLC · Contract · Rostov-on-Don

Led development of a cross-platform Qt application for Windows and Android. Built hardware communication software and worked on network protocols and data archiving algorithms.

Backend Developer

Sep 2013 — Sep 2014

Sintez LLC · Rostov-on-Don

Developed and tested PHP/SQL processing algorithms for an enterprise fuel-loyalty SaaS platform serving logistics companies, and integrated JavaScript components with front-end developers.

Web Developer

Sep 2012 — Aug 2013

Imaks-Web · Rostov-on-Don

Developed PHP backends for CMS-based websites and tested and improved JavaScript front-end components.

Education

Candidate of Sciences in Applied Mathematics

Aug 2012 — Sep 2015

Southern Federal University, Rostov-on-Don

PhD-equivalent. Mathematical modelling, numerical methods and program complexes. Dissertation on piecewise-linear approximation of nonlinear signal-filtering models, with a C++/Qt software implementation.

Specialist in Applied Mathematics and Programming

Sep 2007 — Jun 2012

Southern Federal University, Rostov-on-Don

Five-year programme, BSc + MSc equivalent. Thesis on filtering random processes with jumps; excellent grade.

Digital Strategy Specialization

2024

IBM & Darden · Online

Digital strategy specialization.

Expertise

Applied AI

  • RAG & GraphRAG
  • LLM guardrails
  • AI workflow engineering
  • YOLO-based computer vision
  • Edge AI & IoT

Digital trust

  • Cybersecurity
  • AI security & Trustworthy AI
  • Data governance
  • Data protection

Software engineering

  • Python
  • TypeScript & JavaScript
  • PHP
  • Dart
  • C++/Qt

Web & applications

  • FastAPI
  • Vue.js & Nuxt
  • React & Next.js
  • Payload CMS
  • Flutter
  • Design systems & UI/UX

Data & systems

  • PostgreSQL & MongoDB
  • GraphQL
  • Firebase & Supabase
  • Docker & Podman
  • CI/CD (GitHub Actions, GitLab)
  • OS configuration & security
  • Fleet configuration & updates
  • Cloud middleware & field gateways
  • API integrations

Delivery

  • Product ownership
  • Business-process automation
  • Project management
  • Adapted Scrum workflows

Teaching

Music

Years of live performance, production, mixing and mastering have trained my attention and creative judgment: listening closely, experimenting with sound, and refining the details of a piece.

I carry that creative mindset into the rest of my life, including research and engineering. It shapes how I explore problems, test alternatives, and develop ideas through iteration.