What I did

• Designed and trained classification model to match bank transactions to accounting entries
• Built the data pipeline from raw bank exports to structured, labeled datasets
• Integrated the ML system into the existing accounting platform used daily by operators
• Iteratively improved accuracy based on real user feedback and edge cases

Impact

• Reduced manual reconciliation time from hours to minutes per batch
• Deployed in production at Tecnos Group, handling real financial data

What I did

• Developed deep learning models for Alzheimer detection from brain MRI scans
• Built multi-modal pipelines combining medical imaging with genomic data for tumor classification
• Built ML Model for Genomic Data classification
• Co-authored a patent with Aigon SRL (Ex Gate To Brain) research group on the diagnostic methodology
• Handled complex data preprocessing including 3D volumetric MRI normalization

Impact

• Achieved clinical-grade diagnostic accuracy on benchmark datasets
• Co-authored patent and contributed to published research

What I did

• Designed the full system architecture
• Built the operational workflow engine covering intake, repair tracking, invoicing, payments, and customer communication
• Implemented payment processing and integration with external accounting systems
• Led development from initial requirements to production deployment

Impact

• Used daily by repair centers to manage their entire operation
• Replaced fragmented spreadsheet-based processes with a unified platform

What I did

• Designed the full architecture: bounded contexts, event bus with outbox pattern, adapter hub
• Built the core modules (accounting, HR, invoicing, cost control) following DDD principles
• Implemented multi-tenant data isolation and integration adapters
• Defined the domain event vocabulary and cross-module communication contracts
• Developed all the Data architecture

Impact

• Architecture validated against real SME workflows and data volumes
• Currently in active development — targeting first production deployment

What I did

• Designed a modular integration layer for SDI communication (sending, receiving, status tracking)
• Implemented XML generation and validation against official SDI schemas
• Made the module reusable across multiple client applications and projects

Impact

• Deployed in production handling real electronic invoices
• Eliminated manual invoice submission & data storage and reduced compliance errors

What I did

• Defined the core abstraction: a 'case' as a cross-system workflow unit with lifecycle tracking
• Designed the integration model for connecting heterogeneous tools through a unified event layer
• Mapped out the data model, API surface, and extension points for third-party adapters
• Evaluated architectural trade-offs between orchestration and choreography patterns

Impact

• Architecture design completed and documented
• Concept validated against real multi-tool workflows in consulting and development teams