I am a quantitative analyst and researcher with over 12 years of professional experience in financial consulting, auditing, credit risk management, and data analytics across global markets including Europe, the Middle East, and Asia-Pacific. Currently, I am pursuing a PhD in Agentic AI while teaching postgraduate data management and designing LLM-focused curriculum at UCLan Cyprus. My expertise combines hands-on finance knowledge such as IFRS compliance, portfolio management, and cash operations with applied machine learning and Python-based automation. This unique blend allows me to bridge the gap between quantitative research and real-world financial decision-making.
In my current role as Special Teaching Staff at UCLan Cyprus, I deliver Enterprise Data Management and Master’s Project modules to postgraduate students. I have designed a new Agentic AI & LLMs module from scratch, integrating industry tools like LangChain and Ollama to address emerging curriculum needs. As the CEO of Domus Finance OÜ, I founded and built a consulting company, establishing compliance frameworks, client pipelines, and operational infrastructure while driving revenue growth through strategic partnerships.
Previously, I worked as a Financial Analyst at SSP Deutschland GmbH, where I developed passenger-flow analysis models to optimize airport retail operations and automated financial data consolidation processes. I also served as Corporate Cash Manager at Banco Santander S.A., managing corporate client accounts and monitoring credit line portfolios with precision.
My extensive auditing experience includes a 5.5-year tenure as Senior Auditor at Domus Finance S.A., where I led IFRS-compliant audit engagements, developed revenue recognition compliance frameworks, and mentored junior auditors. Concurrently, I held roles such as Corporate Credit Risk Manager at BNP Paribas S.A. and Real Estate Project Manager at Domus Immo S.A., managing credit risk and residential portfolios respectively.
I have completed advanced academic projects including econometric modeling of residential sales volume and evaluation of LSTM model accuracy for stock price forecasts. My technical skills span Python, R, SQL, Kotlin, AI/ML frameworks, analytics tools, and cloud platforms. I am fluent in German and English, with intermediate French proficiency. I am passionate about leveraging data science and AI to solve complex financial challenges and educate the next generation of data professionals.
Delivered Enterprise Data Management and Master’s Project modules to postgraduate students, designing assessments grounded in real-world data pipeline and governance scenarios; Designed a new Agentic AI & LLMs module from scratch, integrating industry tools (LangChain, Ollama) to address an emerging curriculum gap
Founded and built a financial consulting company from zero, establishing the compliance framework, client pipeline, and operational infrastructure within the first 6 months; Drove revenue growth through 3+ strategic partnerships while managing all regulatory, financial, and administrative functions as a sole founder across projects in Europe, the Middle East, and Asia-Pacific.
Built a passenger-flow analysis model that optimized opening hours across multiple airport retail locations, reducing overstaffing while improving customer coverage during peak periods; Automated monthly financial data consolidation in Excel, cutting the reporting cycle by approximately one-third and eliminating recurring manual errors.
Reconciled corporate client accounts across daily cash flow cycles, identifying and resolving discrepancies that prevented potential settlement failures; Monitored multi-million euro credit line portfolios, maintaining accuracy in limit tracking and flagging exposure breaches within same-day turnaround.
Led end-to-end audit engagements over a 5.5-year tenure, covering IFRS-compliant financial statements across multiple sectors and jurisdictions; Developed an IFRS 15 revenue recognition compliance framework, identifying control gaps that reduced audit findings in subsequent review cycles; Recommended process improvements across 10+ engagements, with the majority adopted by clients within the first review cycle; Mentored junior auditors on IFRS standards and audit methodology, contributing to improved team review consistency.
Identified and corrected post-migration credit line errors across corporate accounts within weeks of system transition, restoring accurate exposure reporting; Redesigned operational workflows for remote execution during COVID-19 restructuring, ensuring zero disruption to ongoing client risk monitoring.
Managed a 140+ unit residential portfolio across Germany, overseeing tenant relations, maintenance coordination, and vendor contracts; Evaluated investment opportunities and prepared financial models and project plans to support acquisition decisions.
PhD in Agentic AI
MSc in Data Analytics
ECTS: 81/100; Erasmus+ BIP at Università degli Studi Niccolò Cusano: AI & IoT for Measurement Systems in Health and Energy Sectors
BSc in International Finance
ECTS: 86/100; Erasmus+ Exchange at UCLan Cyprus: Business Administration
Technical College Diploma in Business Information Systems
ECTS: 90/100; Best Student of the Year (2016); Highest achieving mathematics student in Saarland (2014/2015, 2015/2016) with a 100% score across all examinations
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