I turn regulated contracts and operations into compliant, automated execution.

General scope: end-to-end automation project for the operational flow of contestation letters, from structured data collection and signal classification to reporting, letter generation and communication preparation.

Desired outcome: transform a fragmented manual process into a standardised, traceable and faster digital workflow, reducing repetitive activities and improving visibility for both front-office and back-office users.

General scope: automation of invoice progressivity checks by integrating operational extracts from Siebel and SAP, applying structured controls and identifying inconsistencies across the final reconciliation logic.

Desired outcome: reduce manual verification, strengthen control reliability and create a repeatable end-to-end process for detecting anomalies, improving operational accuracy and auditability.

General scope: digital workflow for the UTF register-closing process, covering document collection, operational checks, PEC preparation, submission tracking and receipt archiving.

Desired outcome: create a controlled and compliant workflow with fewer repetitive manual tasks, clearer ownership, reliable evidence storage and stronger monitoring of closure status.

General scope: reporting layer designed to convert operational datasets and workflow outputs into dashboards, infographics and structured views for monitoring activities, signals and process status.

Desired outcome: provide management and operational stakeholders with a clearer view of priorities, bottlenecks and execution progress, supporting faster decisions and better process governance.

General scope: automation concept for collecting, structuring and monitoring recurring reporting inputs across banking process owners.

Desired outcome: reduce manual consolidation, improve traceability of reporting status and create a cleaner management view of deadlines, owners and completion progress.

General scope: digital checklist framework for standardising credit-process controls, evidence collection and workflow accountability.

Desired outcome: make checklist execution more consistent, simplify follow-up activities and support clearer governance over required control steps.

General scope: structured survey and tracking model to collect process information, map operational pain points and support as-is / to-be analysis.

Desired outcome: create a reliable information base for process redesign, prioritise improvement opportunities and align stakeholders around measurable workflow changes.

General scope: management dashboard to summarise workflow status, operational risks, completion trends and action ownership across process-improvement initiatives.

Desired outcome: provide decision-makers with a single, visual view of priorities, bottlenecks and progress so that corrective actions can be triggered faster.

General scope: centralised project tracker for automation ideas, process owners, delivery status, expected benefits and implementation dependencies.

Desired outcome: improve portfolio governance, clarify priorities and make the automation roadmap easier to monitor, update and communicate.

General scope: market-analysis project on the Deutsche Bank share fall, banking-sector stress and the relationship between negative sentiment, volatility and equity-index reactions.

Desired outcome: use sentiment and correlation analysis to interpret market perception during banking stress and support clearer risk-monitoring decisions.

General scope: applied finance project on robo-advisory platforms, portfolio allocation strategies, model selection and Python-based comparison between human optimisation and automated advisory logic.

Desired outcome: assess how AI-assisted advisory can improve productivity and portfolio allocation while recognising model bias, user-input limits and regulatory concerns.

General scope: comparative legal-financial project on EU and UK prospectus regulation, including post-Brexit divergence and the EU Recovery Prospectus.

Desired outcome: understand how prospectus regulation can balance investor protection, market efficiency and faster access to capital in stressed market conditions.

General scope: quantitative finance project applying portfolio theory, covariance analysis, PCA and efficient-frontier modelling to a multi-asset equity portfolio.

Desired outcome: translate market data into a risk-return allocation framework and evaluate portfolio construction with and without short-selling constraints.

General scope: in-depth study on RFID technology and its role in improving visibility, efficiency and waste reduction across supply-chain processes.

Desired outcome: evaluate when RFID adoption can support lean supply-chain performance and what integration conditions are required.

General scope: logistics-focused analysis of how the COVID-19 crisis affected global supply chains, transport flows and market continuity.

Desired outcome: identify the operational implications of pandemic disruption and frame the need for more resilient logistics models.

General scope: seminar project on born-global firms, wireless technology internationalisation and cultural differences in B2B export alliances.

Desired outcome: connect market-entry strategy with trust, commitment and cooperation in cross-cultural business relationships.

General scope: business-to-business case project on Datacorp's network, power-dependence relationships, distributor dynamics and supplier interactions.

Desired outcome: propose a clearer relationship-management logic to improve trust, communication and control across strategic business actors.

General scope: qualitative study on the tension between global retail supply chains, CSR commitments and social sustainability responsibilities.

Desired outcome: assess how a multinational retailer can align business objectives with ethical and sustainable supply-chain governance.

General scope: strategic case analysis of China's mobile-commerce market and the platform rivalry between Alibaba and Tencent.

Desired outcome: understand how ecosystem strategy, partnerships and platform positioning shape competitive advantage in digital markets.

General scope: case-based analysis of international competitiveness, strategic alliances and global brand adaptation across different markets.

Desired outcome: define how brand strategy and local alliances can strengthen international market positioning.

General scope: standalone innovation project proposing a consumer-facing sustainability concierge for Visa users, designed to compare energy providers, deliver sustainable home-energy insights and monitor bill or consumption changes.

Desired outcome: validate a feasible and desirable fintech-climate service that increases provider-switching awareness, supports household bill savings and encourages more sustainable energy decisions while preserving privacy and trust.

Founder role: I created and built HireWatch.eu as an independent digital venture, defining the concept, positioning, information architecture, user value proposition, company-signal logic and public-facing platform structure end-to-end.

General scope: HireWatch is a candidate-first hiring intelligence platform focused on the European job market. The project is designed to help applicants understand how companies actually behave during recruitment, combining anonymous candidate signals, company-level hiring transparency and employer accountability into a structured public-facing intelligence layer.

What it covers: the platform maps hiring experience across dimensions such as interview speed, salary transparency, ghosting risk, feedback quality, communication clarity and perceived fairness. It is positioned as a hiring radar rather than a generic review site, with company pages, market-style rankings and employer signals intended to reduce information asymmetry for candidates before they invest time in an application process.

Desired outcome: create a transparent, anonymous and free intelligence tool that allows European candidates to compare employers, identify potential red flags, make better application decisions and encourage companies to improve the quality and accountability of their hiring processes. As founder, the long-term objective is to develop HireWatch into a practical market-intelligence layer for recruitment transparency across Europe.

General scope: research stream covering market statistics, volatility, option pricing and comparison between theoretical and observed market behaviour.

Desired outcome: build a quantitative portfolio demonstrating applied modelling, financial interpretation and data-driven market analysis.