Denys Chepiha
Research software, cross-platform systems, AI and LLM integration
Senior Software Engineer at Materials Center Leoben (MCL) since April 2026 and founder of CHEPIO.TECH, with 10+ years of experience designing, building, and maintaining software.
My current work spans research software, cross-platform applications, and AI and LLM integration, from architecture and technology selection to testing, deployment, and release. I work with cloud-based and local models, scientific tools, and computational workflows, and support other engineers through code reviews, mentoring, and technical guidance.
My Philosophy: Moving Only Forward
I am deeply convinced that in our industry, standing still is equivalent to resigning from professionalism. My approach is based on four pillars:
Constant Learning & Adaptability
I don't just follow the market - I actively implement new technologies. My current stack includes React 18 (Concurrent, Suspense), Next.js with App Router architecture, and TypeScript. Currently, I am diving deep into Rust for systems programming, studying cryptography and distributed systems, and integrating AI and LLM solutions (RAG pipelines, vector search) into modern applications.
Mentorship as a Mission
Training young specialists is my way of giving back to the community. I have successfully mentored Junior and Middle developers at companies like RocketHash, RMG Media, and English Dom. For me, it is important not just to review code, but to pass on a culture of writing high-quality, maintainable software.
Architectural Maturity
I specialize in modernizing complex legacy systems. My experience includes successfully applying the Strangler Pattern to safely migrate massive monoliths to modern Next.js foundations without halting business processes. I excel at building UI kits from scratch, implementing reliable state management strategies (Zustand, Redux Toolkit, XState), and ensuring frontend security (XSS prevention).
Fullstack Vision
While possessing deep expertise in Frontend, I am equally comfortable in Backend development with Node.js (NestJS, Express) and Python (Django, FastAPI). This allows me to view the product as a whole, design efficient APIs (REST, GraphQL, WebSockets), and optimize performance at every level - from the database (PostgreSQL, MongoDB) to the final frame rendered in the browser.
How I Can Add Value
I am currently unavailable for new projects. My colleagues are ready to help in the following areas; contact us to discuss your requirements.
High-Complexity Freelance Projects
Creating turnkey platforms - from initial architecture to cloud deployment.
Consulting & Auditing
Web Vitals performance analysis, frontend security audits, and developing migration strategies from legacy technologies.
Corporate Training & Mentoring
Helping your team adopt React/Next.js best practices, setting up CI/CD pipelines, and elevating the culture of code reviews.
I don't just write code. As the founder and senior engineer behind CHEPIO.TECH, I build reliable products for your business growth, backed by 10+ years of experience, international certifications from Meta and IBM, and a track record of shipping at scale.
My colleagues are ready to discuss your project. Send an inquiry to clarify the scope, the right specialist, and the next steps.

Experience
10+ years of building products at scale
- Key Achievements:
- Design and develop research software, AI-enabled applications, and cross-platform systems from concept through testing, deployment, and release.
- Define application architecture, select technologies, and design API and system integrations with a focus on quality, maintainability, and reliability.
- Integrate cloud-based and local LLMs into existing systems to support scientific and computational workflows across research domains.
- Configure local AI inference environments and develop tools that make model capabilities usable within research applications.
- Work on CI/CD and deployment automation, using Docker and Kubernetes as part of the software delivery stack.
- Provide technical guidance, conduct code reviews, and mentor junior developers while maintaining engineering standards.
- Develop research and scientific software across the full lifecycle: requirements and concept, architecture, implementation, testing, deployment, and release.
- Design software and system architecture, working with different data structures, programming languages, scientific tools, and execution environments.
- Build cross-platform applications with a stack that includes Tauri, Python, React, TypeScript, JavaScript, and Vite.
- Design APIs and system integrations, select suitable technologies, and keep application components maintainable and reliable as requirements evolve.
- Integrate AI and LLM capabilities into existing systems, working with both cloud-based models and local models to support research workflows.
- Configure local inference environments and develop scientific and computational tools for different research domains.
- Contribute to CI/CD pipelines, deployment automation, and container-based environments using GitLab, Docker, and Kubernetes.
- Support technical leadership through architectural decisions, code reviews, and mentoring, helping junior developers apply development standards.
- Refactor and maintain software systems, provide technical support, and improve software quality, maintainability, and reliability throughout their lifecycle.
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Technical Skills
10+ years across the full stack - 70 technologies across 10 domains
Certifications
Languages
Ready to collaborate?
I am currently unavailable for new projects. My colleagues can help with development, consulting, and mentoring. Contact us to discuss your needs.
Get in touch