Eleftherios – Python, AWS, Microsoft Azure

Distributed Vector Architecture & High-Concurrency Ingestion - Image/attribute similarity search platform transforming raw and complex data into a searchable product ecosystem that streamlined design-to-production workflows

• Owned the global transition of an R&D initiative into a production-ready enterprise service across the US, EU, LATAM, and APAC.
• Provided the technical authority for deep dives and demos, influencing multi-million dollar deal closures with global retailers.
• Built high-concurrency Python ingestion pipelines and a Java-based ML microservice bridge to embed real-time multimodal search within the Centric8 PLM core.
• Developed custom Airflow connectors and DAGs to synchronize complex domain attributes into a decoupled, high-performance service layer.
• Engineered a distributed, cloud infrastructure supporting 3M+ image/embeddings
• Leveraged Kubernetes (K8s) and Zilliz Serverless Cloud to manage a high-concurrency Milvus architecture, maintaining 99.9% availability and millisecond-latency discovery at an enterprise scale.
• Built the next level event-driven "Intelligence" platform, a serverless Python ingestion framework using AWS Lambda and Kinesis to stream high-throughput data into Amazon Aurora and Bedrock, automating chunking and knowledge extraction to power context-aware AI Agents.

Azure-based integration engine between Visual Boards and a platform for visually comparing products with sales targets, syncing data between different systems and complex domain models, helping product owners shape go-to-market strategies, and tracking pre/after sales outcomes.

• Designed and implemented a bidirectional Azure-Based integration engine between Visual Boards and the platform.
• Enabled near real-time synchronization of user-driven changes, bridging the gap between creative visual planning and technical execution.
• Supported end-to-end delivery across backend development, cloud integration, enterprise workflows, and front-end implementation in a complex product environment.

Built custom software components for a new Manufacturing Execution System (MES), helping connect shop-floor production control with enterprise planning systems across vehicle manufacturing plants.

• Co-designed and implemented custom MES components for manufacturing operations in car production plants.
• Co-designed integration and communication flows between MES and ERP systems across several production sites.
• Designed and developed a custom BI dashboard for a vehicle production line, providing visibility into specific stages of the manufacturing process.
• Worked on manufacturing software bridging shop-floor execution with enterprise systems to support coordinated plant operations.

Document management and secure data room technology focused on structured asset documentation, secure collaboration, and seamless document workflows.

• Architrave Sync Client for Office Integration: Designed and implemented a Windows sync client to connect a state-of-the-art, secure data room solution with Microsoft Office.
• Enabled users to securely access assets via the browser while editing documents locally through a seamless synchronization experience.
• Helped improve the usability of secure document workflows by combining local productivity tooling with controlled document access.

Online auction house in the EU for art and luxury collectibles. As the inventor of the livestream auction, it broadcasts auctions in real time and provides an online auction room accessible to bidders worldwide.

• Worked in a microservices-oriented architecture supporting auction operations, search, logistics, and internal product workflows.
• Implemented major frontend and backend improvements for the Production Workspace dashboard, enhancing functionality, performance, and user experience across heterogeneous data sources.
• Led the migration from AngularJS to Angular 2, modernizing the frontend stack and improving long-term maintainability.
• Built a dedicated search capability for auction-related data spanning MongoDB and Elasticsearch.
• Delivered product improvements for both the internal Logistics web platform and the Windows Mobile logistics application.
• Contributed to rapid prototyping and delivery during an internal hackathon to rewrite the logistics mobile app in one week.
• Collaborated with a high-performing product, engineering, and management team in a fast-paced digital marketplace environment.