Available to hire
Full-stack developer specializing in ML & data systems, focused on building production-grade applications end-to-end—from data pipelines and model training to deployment and user-facing dashboards. I work across Python (Django/FastAPI/Flask), React, SQL/PostgreSQL, and modern ML tooling.
I enjoy solving high-impact problems in finance and risk—developing fraud detection, trading simulators, and explainable AI models using XGBoost, SHAP, and Keras/autoencoders. I also bring a strong engineering mindset with CI/CD, Docker, Agile workflows, and real-time API integrations.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
Language
English
Advanced
German
Advanced
Greek, Modern
Fluent
Russian
Fluent
Work Experience
Hackathon Participant - KYC Drift Detection & Dynamic Risk Profiling at SwissHacks 2026 (Tenity, SIX Group, Zurich)
June 1, 2026 - June 30, 2026Built a Sentinel Drift Engine for real-time KYC drift detection and dynamic risk profiling. Developed a FastAPI backend with XGBoost scoring and SHAP explainability, integrated BOCPD changepoint detection, and used Claude API for LLM-powered explanations. Combined multi-source data integration (OpenSanctions, GLEIF, GDELT, Zefix) and presented results to banking industry judges at SIX Group Zurich.
Hackathon Participant - AI Geopolitical Risk Platform at JiVS · Data Migration International & Infosys
August 1, 2025 - August 31, 2025Developed GeoRiskGuard Pro, an AI-powered geopolitical risk intelligence platform to support enterprise operations across 56+ countries. Presented the solution to Infosys stakeholders.
Full-Stack Software Developer (AI Cores Specialization) - Code Institute Diploma Graduate at Code Institute
May 1, 2025 - June 30, 2026Delivered 5 production portfolio projects across full stack and ML. Applied CRISP-DM methodology, Agile workflows, and CI/CD practices. All projects were deployed to Heroku with PostgreSQL backends, involving model development, integration, and end-to-end application delivery.
Full Stack Developer Trainee at Code Institute
May 1, 2025 - PresentBuilt Personal Finance Survey Analyzer: Python CLI with Google Sheets integration, data visualization using pandas/NumPy, and deployed on Heroku. Developed FinTrack Dashboard: JavaScript personal finance tracker with Chart.js visualizations, responsive design inspired by T-Bank, and GitHub Pages deployment. Created fintech-focused applications including Loan Calculator with payment schedule generation and Thunder QR Generator with enhanced functionality.
Full Stack Developer Trainee at Code Institute (Remote)
May 1, 2025 - PresentBuilt Personal Finance Survey Analyzer: Python CLI with Google Sheets integration and data visualization using pandas/NumPy; deployed on Heroku. Developed FinTrack Dashboard: JavaScript personal finance tracker with Chart.js visuals and responsive design; deployed to GitHub Pages. Created fintech-focused tools including Loan Calculator with payment schedule and Thunder QR Generator with enhanced functionality.
Participant - Sanctions & Compliance Monitoring Challenge at JiVS Hackathon 2025 (Data Migration International & Infosys)
February 1, 2025 - February 1, 2025Designed a compliance monitoring solution for sanctions data integration and risk assessment with a focus on data structuring, user requirements, and adaptability for financial institutions.
Participant at JiVS Hackathon 2025 (Data Migration International & Infosys)
February 1, 2025 - February 1, 2025Designed a compliance monitoring solution for sanctions data integration and risk assessment. Focus on data structuring, user requirements, and adaptability for financial institutions.
Hackathon Participant at JiVS Hackathon 2025 (Data Migration International & Infosys)
February 1, 2025 - February 28, 2025Designed a compliance monitoring solution for sanctions data integration and risk assessment; focused on data structuring and adaptability for financial institutions.
Culinary Professional (Leadership and operations) at SWISS First Class Lounge - GateGroup (Zurich Airport)
January 1, 2024 - PresentLed high-standard airline catering operations. Optimized processes, coordinated teams, and maintained quality control under high-pressure conditions—experience transferable to high-stakes systems development.
Independent Trader & Market Analyst at Self-employed / Zurich
June 1, 2019 - PresentApplied liquidity-based strategies in high-volatility environments. Conducted technical and volume analysis to identify patterns. Developed strong skills in risk management and data-driven decision making.
Independent Trader & Market Analyst at Zurich
June 1, 2019 - PresentApplied liquidity-based strategies in high-volatility environments; conducted technical and volume analysis to identify patterns; developed risk management and data-driven decision making.
Independent Trader & FinTech Specialist at Self-Directed (Zurich)
January 1, 2019 - PresentDeveloped and applied liquidity-based trading strategies across GBP/USD, EUR/USD, USD/JPY, BTC, and ETH. Built custom Pine Script indicators and Python automation with Telegram integration, with deep expertise in risk management and data-driven decision making.
Station Chef / Chef de Partie at Beluga · Varoulko · Hyatt Regency (Switzerland/France/Greece/Russia)
January 1, 2014 - December 31, 2023Worked in Michelin-level restaurants, delivering precision and adaptability under pressure. Built strong execution discipline and performance consistency in demanding operational environments.
Chef & Culinary Management Roles at Various (Michelin-level catering)
January 1, 2014 - PresentLeadership and operations management in Michelin-level and high-volume catering.
Chef & Culinary Management Roles at Various locations (Switzerland, France, Greece, Russia)
January 1, 2014 - PresentLeadership and operations management in Michelin-level and high-volume catering.
Education
Diploma in Full Stack Software Development at Code Institute
January 11, 2030 - November 29, 2025Bachelor's in Food & Beverage Management at Swiss Alpine Center - Cardiff Metropolitan University UK
January 11, 2030 - November 29, 2025Diploma in Full Stack Software Development at Code Institute
January 11, 2030 - November 29, 2025Microsoft Azure Fundamentals (AZ-900) at Microsoft
January 11, 2030 - November 29, 2025Bachelor's in Food & Beverage Management at Swiss Alpine Center - Cardiff Metropolitan University UK
January 11, 2030 - November 29, 2025Diploma in Full Stack Software Development at Code Institute
January 11, 2030 - December 5, 2025Azure Fundamentals (AZ-900) at Microsoft Azure / Microsoft Learn
January 11, 2030 - December 5, 2025Bachelor's in Food & Beverage Management at Swiss Alpine Center - Cardiff Metropolitan University UK
January 11, 2030 - December 5, 2025RQF Level 5 Diploma in Full Stack Software Development (AI Specialization) at University of the West of Scotland (accredited) | Code Institute
January 1, 2026 - January 1, 2026Microsoft Azure Fundamentals (AZ-900) Certification in progress at Microsoft Azure
January 1, 2026 - July 23, 2026RQF Level 5 Diploma in Culinary Arts at Cardiff Metropolitan University, UK (accredited) | Swiss Alpine Center
January 1, 2013 - January 1, 2016Qualifications
Microsoft Azure Fundamentals (AZ-900)
January 11, 2030 - November 29, 2025Microsoft Azure Fundamentals (AZ-900)
January 11, 2030 - November 29, 2025AZ-900: Microsoft Azure Fundamentals
January 11, 2030 - November 29, 2025Azure Fundamentals (AZ-900)
January 11, 2030 - December 5, 2025AZ-900 (in progress): Microsoft Azure Fundamentals
January 1, 2026 - July 23, 2026Industry Experience
Financial Services, Software & Internet, Professional Services, Education, Travel & Hospitality
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
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