Profile

AI researcher, consultant, and systems engineer working across machine learning, data engineering, infrastructure, and scientific computing. Experience includes technical leadership, hands-on implementation, production AI systems, and research in medical imaging and chemistry.

Available for consulting, contracts, advisory work, research collaborations, and fractional leadership. Open to exceptional full-time opportunities.

Experience

aleph0 · Business Owner

May 2025-present · Slovakia

Separate venture developing low-level AI software for heterogeneous hardware, particularly edge systems. Work includes hardware-specific compiled models, a single-binary runtime, and model optimization. It is in development and will be released open source when ready.

NetFire · AI engineering & leadership

June 2023-present

VP of Artificial Intelligence Strategy, October 2024-present. Previously Applied Data Science Lead, January-October 2024, and Applied Data Science Engineer, June 2023-January 2024.

Technical strategy, engineering leadership, and hands-on prototyping across AI products and infrastructure. See selected work for examples of my engineering and leadership responsibilities.

Euforion · Lead AI Engineer

June 2024-May 2025

Image-plagiarism detection, AI-based watermarking, and backend development for artists' image data. Distributed GPU processing with load balancing and dynamic batching.

MLTox.online · Data Scientist & Machine Learning Engineer

September 2021-January 2023

Machine learning research for phototoxicity prediction, including descriptor investigation, alongside versioning and CI/CD for the public web application.

Education

PhD candidate, Artificial Intelligence · September 2023-present
Faculty of Informatics and Information Technologies, Slovak University of Technology. Research focus on multimodal systems and generative models.

Master's degree, Artificial Intelligence · 2021-2023
Faculty of Informatics and Information Technologies, Slovak University of Technology.

Bachelor's degree, Computer Science · 2018-2021
Faculty of Informatics and Information Technologies, Slovak University of Technology.

Research

My PhD research at FIIT STU focuses on multimodal systems and generative models. I am also interested in the mathematical foundations of multimodal learning and the practical constraints of running models on different hardware. Earlier work applied machine learning to medical imaging and phototoxicity prediction; my publications also include guarded query routing for LLMs.

More about my research and publications ->

Selected honours

Student of the Year · November 2024
Slovak University of Technology, faculty-level recognition for research results and contributions.

Dean's Award · November 2024
FIIT STU, for research results.

Slovak Academy of Sciences Award · June 2023
Issued by ÚI SAV, for research results and publication activity.

Dean's Award · June 2023
FIIT STU, for diploma thesis work and results.

TPCup winning team · June 2022
FIIT STU, team software-product competition.

Languages & availability

Based in Slovakia. Remote worldwide; on-site visits by arrangement. Up to 80 hours/month, with an immediate start possible. Fluent English (C2), Czech, Slovak.

>_ CURRICULUM VITAE

Tibor Sloboda

AI Consultant, Researcher & Systems Engineer

Based in Slovakia. Remote worldwide; on-site visits by arrangement. Up to 80 hours/month, with an immediate start possible. Fluent English (C2), Czech, Slovak.

Rust .. Python · PyTorch · LLMs · RAG · MLOps · Kubernetes · Containers · GPU inference · NPU/edge AI

Production ML systems · AI architecture · technical leadership

€30-150/hour; long-term €320-1,200 per 8-hour day. Both ranges exclude applicable VAT; scope and rate agreed before paid work.

§1Experience

NetFire · AI engineering & leadership

Jun 2023 - present

VP of Artificial Intelligence Strategy · Oct 2024 - present
Applied Data Science Lead · Jan - Oct 2024
Applied Data Science Engineer · Jun 2023 - Jan 2024

  • Lead technical strategy, engineering, and hands-on prototyping across AI products and infrastructure.
  • Led and co-developed production pipelines converting unstructured inputs into standardized business data, with local GPU compute, observability, and provenance.
  • Led development of persistent multi-agent LLM systems across multiple sites, owning technical decisions and prototypes.
  • Built and administered a GPU cluster for the AI engineering team's experiments.

aleph0 · Business Owner

May 2025 - present · Slovakia

Developing low-level AI software for heterogeneous hardware, particularly edge systems: hardware-specific compiled models, a single-binary runtime, and model optimization. In development, with an open-source release planned.

Euforion · Lead AI Engineer

Jun 2024 - May 2025

Developed image-plagiarism detection, AI-based watermarking, and backends for artists' image data. Built distributed GPU processing with load balancing and dynamic batching.

MLTox.online · Data Scientist & Machine Learning Engineer

Sep 2021 - Jan 2023

Researched machine learning for phototoxicity prediction and investigated model descriptors. Managed versioning and CI/CD for the public web application.

Tibor SlobodaRESEARCH / EDUCATION

§2Education

FIIT · Slovak University of Technology · Slovakia

PhD candidate, Artificial Intelligence

September 2023-present · Research focus on multimodal systems and generative models.

Master's degree, Artificial Intelligence

2021-2023

Bachelor's degree, Computer Science

2018-2021

§3Research & publications

Current research examines multimodal systems, generative models, and the mathematical foundations of cross-modal compatibility. Earlier work covers histological stain transformation with unpaired GANs, automatic analysis of ciliary ultrastructure, phototoxicity prediction, and guarded LLM query routing.

2026

Sheaf-Laplacian Obstruction and Projection Hardness for Cross-Modal Compatibility on a Modality-Independent Site

arXiv:2604.07632 · preprint

2025

Guarded Query Routing for Large Language Models

ECAI · conference paper

2024

MLtox, online phototoxicity prediction webpage

Toxicology in Vitro 94, 105701 · journal article

2024

Attention-enhanced unpaired xAI-GANs for transformation of histological stain images

Journal of Imaging 10(2), 32 · journal article

2023

Editable stain transformation of histological images using unpaired GANs

ICIAP, 27-38 · conference paper

2023

xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network

ICVS, 403-411 · conference paper

2021

Quantitative assessment of ciliary ultrastructure with the use of automatic analysis: PCD quant

Diagnostics 11(8), 1363 · journal article

Full publication record on Google Scholar ↗

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