Lyuboslav Petrov

MSc, Complex Systems Simulations

University of Southampton · Southampton, UK

BSc (honours), Renewable Energy Technologies

University of Dundee · Dundee, Scotland

Information Technologies

High School of Electronics "John Atanassov" · Kyustendil, Bulgaria

Solo Developer — Ontology-Based Query Systems

Independent · Sofia, Bulgaria

Independent research and development of ontology-based query systems: domain-agnostic data virtualisation, automated ontology inference from heterogeneous structured and unstructured data sources, and natural-language to structured-query translation, with an accompanying benchmark harness for evaluating query-generation quality.

AI Solutions Architect

Strypes LTD · Sofia, Bulgaria

Architect and lead engineer for AI-augmented software engineering initiatives: design and implementation of agent harnessing frameworks, development methodologies for human–agent collaboration, and applied research into agent memory, retrieval, and evaluation. Architected a domain-agnostic data-virtualisation platform exposing unified query interfaces over heterogeneous structured and unstructured sources, with automated schema discovery, ontology inference, and benchmark-driven quality evaluation. Additional contributions to infrastructure upgrade management and scientific-instrument qualification procedures.

AI Projects and Infrastructure Consultant

PirinBit LTD · Sofia, Bulgaria

Project ideation and development, refinement and strategies, infrastructure and architecture development.

Python Developer, Technical Lead, Architect

Strypes LTD · Sofia, Bulgaria

Designed, developed, and maintained the software lifecycle-management system and automated backup solutions for the worldwide leading lithography systems provider.

Industrial R&D, CNC Control System Developer

Torgoterm AD · Kyustendil, Bulgaria

Designed and developed the control system for an innovative high-precision industrial welding machine.

Computer Vision & Machine Learning

Independent · Sofia, Bulgaria

Developed a tracking system for automated sports-video tracking, event detection, and analysis.

Complex Systems Research Analyst

Tony Davies High-Voltage Laboratory & Institute for Complex Systems Simulations · Southampton, UK

Analysis of chaotic properties of partial-discharge phenomena.

AI-Augmented Software Engineering

Applied research into human–agent collaboration for software delivery: agent harnessing patterns, long-horizon agent memory and retrieval, evaluation of agent reliability, and structured development methodologies that embed AI assistance into the engineering loop.

Data Virtualisation and Natural-Language Query

Research into domain-agnostic ontology inference from heterogeneous data sources, natural-language to structured-query translation, and benchmark-driven evaluation of query-generation quality across open datasets.

Computer Vision for Sports Analytics

Ongoing research into AI-driven sports-video understanding, event detection, and fan-experience enhancement.

Agent-Harnessing Toolkit

Designed and implemented a family of frameworks for AI-augmented development: a multi-phase engineering methodology, a mechanism for authoring and enforcing engineering standards through agents, and an advanced memory-retrieval layer for long-running agent sessions.

Unified Query Platform

Architected and built a domain-agnostic platform that automatically introspects heterogeneous structured and unstructured data sources, infers an ontology, and exposes unified programmatic, graph, natural-language, and agent-tool query interfaces — with an accompanying benchmark harness for measuring query-generation quality.