Selected work
We work under NDA with operationally complex organizations across industries. Client and project names are confidential. The challenges, approaches, and outcomes below are real.
Challenge
A research platform serving legal and compliance professionals with 15M+ documents required AI integration and frontend modernization while maintaining daily stability for thousands of users.
Approach
Incremental migration from AngularJS to React. Integrated generative AI features including content summarization, contextual Q&A, and an AI assistant. Maintained full application stability throughout.
Outcome
Enhanced research productivity through AI-powered summaries and contextual answers. Successful modernization without disrupting existing workflows. Reduced time-to-insight for legal professionals.
Challenge
Three legacy international law products needed migration to a modern platform while preserving complex content structures spanning competition, IP, and arbitration law.
Approach
End-to-end platform migration including content transformation, new micro-frontends, hybrid search integration (keyword + vector), and AI assistant capabilities. Coordinated across multiple teams and business units.
Outcome
Products successfully migrated to a future-proof platform with advanced search and AI capabilities. AI proof-of-concept delivered within one week. Accelerated time-to-market for new features across the portfolio.
Challenge
A major legal publisher needed to transform its traditional print-based library into a digital subscription platform, covering law, taxation, and technical publications for a European market.
Approach
Designed and implemented the complete UI layer and business logic for the new platform. Rewrote the legacy application on a modern stack while preserving domain complexity across thousands of legal documents.
Outcome
Successful SaaS transformation from paper to digital. Centralized access for legal teams with real-time content updates. Reduced client costs through subscription model replacing individual book purchases.
Challenge
A portfolio of legal research applications across multiple European markets required ongoing maintenance, performance optimization, security compliance, and migration to a next-generation platform.
Approach
Solution architecture across the full portfolio. Migrated applications to a modern platform with reusable components. Integrated AI-powered document summaries and conversational agents. Delivered the first migrated product to production in four months.
Outcome
High customer satisfaction scores maintained throughout. Successful platform migration enabling rapid feature delivery. AI capabilities integrated across the portfolio. Cross-product synergy through shared components.
Challenge
An enterprise admin tool for user and group management had outgrown its legacy architecture, limiting scalability and UX quality for organizational administrators.
Approach
Selected the technology stack, designed the application architecture, and implemented the full UI end-to-end. Defined technical standards based on years of experience maintaining the previous version.
Outcome
Modern, scalable admin platform with improved UX. Architecture informed by real operational experience from the legacy system. Clean separation of concerns enabling future extensibility.
Challenge
Multiple enterprise products needed to integrate AI-powered experiences (chat, Q&A) but lacked a shared, reusable solution, leading to duplicated effort across teams.
Approach
Designed and built a reusable AI integration framework supporting chat and Q&A experiences. Created a library enabling rapid adoption by consumer products, with index-based data provisioning for product-specific knowledge.
Outcome
Standardized AI capabilities deployed across multiple enterprise products. Reduced integration time from months to weeks. Framework became the foundation for AI features across the product ecosystem.
Challenge
A legal-sector application handling sensitive professional data needed comprehensive security hardening to meet ASVS standards and protect against evolving threats.
Approach
Conducted a full security audit, identified vulnerabilities and attack surfaces, and implemented systematic remediation aligned with ASVS requirements. Integrated threat modeling into the development workflow.
Outcome
Application hardened against known attack vectors. ASVS compliance achieved. Reduced security risk profile for an application serving legal professionals handling confidential data.
Challenge
Medical professionals needed AI-assisted decision support grounded in verified clinical data, with competitive pressure from emerging AI-native tools threatening market position.
Approach
Built a RAG-based AI system integrated with a proprietary medical knowledge base covering clinical guidelines and drug dosing. All AI responses fully traceable to verified sources.
Outcome
Clinicians gained reliable AI-powered insights with full source traceability. Strengthened competitive positioning. Most of the codebase was AI-generated, validating accelerated development practices.
Challenge
C-level executives at a healthcare SaaS company lacked efficient access to scattered organizational data, spending significant time gathering context for decisions.
Approach
Built an AI assistant integrated with internal messaging tools and connected to multiple data sources, with a management application for access control and LLM configuration. Entire solution delivered end-to-end by a single engineer using AI-accelerated development.
Outcome
Executives gained instant analytical capabilities across business data. Validated that a single engineer with AI tools can deliver a production-grade internal product from concept to deployment.
Challenge
A health technology company needed to extend its patient communication platform to support broad outreach campaigns such as vaccinations and preventive screenings.
Approach
Extended the existing platform with interactive outreach forms, enabling hospitals to run targeted health campaigns delivered directly to patients through digital channels.
Outcome
New revenue stream unlocked for the organization. Hospitals gained a scalable tool for preventive care communication, improving patient engagement beyond traditional clinical interactions.
Challenge
A medical education company needed to accelerate content production: translating scripts across languages and matching visual assets from a large multimedia library.
Approach
Built two AI-powered internal tools. One translates multimedia scripts using LLM pipelines. The other uses semantic similarity to search and match images and animations from the existing asset library.
Outcome
Dramatically reduced time for script translation and visual asset discovery. Content teams shifted from manual search to AI-assisted workflows, accelerating program production timelines.
Challenge
A European payroll and HR services provider needed to maintain full regulatory compliance in a legacy payroll application while simultaneously building its modern replacement.
Approach
Managed parallel workstreams: maintaining the legacy system for evolving regulatory requirements while designing and building the modern replacement. Provided product ownership and full architectural oversight.
Outcome
Continuous compliance maintained without disruption to live operations. New platform development progressed on schedule with a clear migration path. Client valued access to the full depth of organizational expertise.
Challenge
Businesses in a regulated European market needed a modern way to collect and submit tax compliance data, replacing error-prone manual workflows involving document exchange via email.
Approach
Built a dynamic data collection platform with hundreds of form fields, file uploads, delegated workflows for external accountants, and automated PDF generation integrated with government submission systems.
Outcome
Automated the full compliance workflow from data collection to government submission. Delivered the MVP and went to production in six months after restructuring a stalled two-year project. Scaled to tens of thousands of users.
Challenge
Audit firms in Northern Europe needed digital tooling to demonstrate regulatory compliance, replacing manual document-based processes with structured data submission in standardized reporting formats.
Approach
Defined requirements and proposed a solution architecture focused on solving the actual compliance problem rather than simply digitizing the existing paper-based workflow.
Outcome
Designed a solution that streamlines audit compliance reporting, with structured output meeting government-mandated formatting requirements.
Challenge
Music publishers needed to process royalty data from dozens of digital distributors, manage complex artist contracts, and generate accurate financial reports at scale.
Approach
Developed features for revenue split processing, artist advance management, and large-scale file ingestion. Worked directly with end clients to align evolving requirements with technical solutions.
Outcome
Streamlined royalty processing from multi-distributor data to financial reporting. Replaced manual UI updates with bulk file processing, significantly reducing operational overhead.
Challenge
A marketing technology group with multiple products needed a unified authentication system to enable single sign-on across their entire product ecosystem.
Approach
Designed the SSO architecture, planned integration with all existing products, and implemented the solution. Enabled seamless user migration and new account creation across the product portfolio.
Outcome
Unified login experience across all products. Simplified cross-selling and onboarding for new clients. Established the foundation for a connected product ecosystem.
Challenge
A marketing technology company needed to maintain and evolve a comprehensive social media management suite covering customer communication, content publishing, and brand monitoring.
Approach
Ongoing development and maintenance of the three-module platform. Integrated AI capabilities for post generation, conversation suggestions, and intelligent query building for media monitoring.
Outcome
Comprehensive marketing platform serving B2B clients with centralized communication, publishing, and analytics. AI features improved content creation speed and customer response quality.
Challenge
A group of email service providers needed to consolidate expertise and build a new, best-in-breed solution capable of serving all clients across multiple existing products.
Approach
Collaborative development bringing together email technology specialists and our engineering team. Integrated as a seamless part of the combined team, contributing to architecture and implementation.
Outcome
Delivered a unified email platform combining the best capabilities from across the product group. Strong team synergy recognized as a driving force behind the project's success.
Challenge
An enterprise organization needed a way to create and execute AI-powered workflows with agent orchestration, while maintaining compliance with internal governance requirements.
Approach
Built a drag-and-drop flow editor supporting AI agents, manual approvals, HTTP requests, and custom integrations. Flows executable via API, UI, or agentic chat. Designed for SOC2-compliant data handling.
Outcome
Operational teams gained self-service AI workflow creation. Platform positioned as a central orchestration layer for AI agents across the enterprise, with plans to host an agent gallery.
Challenge
Migrating new content to a modern platform was slow and manual. The organization needed to radically accelerate implementation to deliver current and future roadmap faster.
Approach
Prototyped an AI-powered content pipeline covering content conversion, transformation, indexing, and UI generation. AI integrated at every stage of the migration process.
Outcome
Demonstrated a deployable, AI-powered pipeline that converts diverse content formats into searchable, relevant answers. Potential game-changer for platform-wide migration velocity.
Challenge
Teams building microservices needed centralized runtime and delivery infrastructure, reducing the operational burden of managing Kubernetes environments independently.
Approach
Modernized the continuous delivery pipeline using GitOps patterns with ArgoCD. Designed platform integrations with the broader DevSecOps ecosystem. Enabled multi-tenant cluster optimization.
Outcome
Centralized delivery platform reduced operational overhead. Shared infrastructure lowered costs through multi-tenant optimization. Teams gained self-service deployment capabilities.
Challenge
Multiple teams across an enterprise were independently solving the same infrastructure problems: communication protocols, authentication, and cross-service concerns.
Approach
Maintained and evolved a shared framework for microservices communication, standardizing protocol handling, authentication, and common infrastructure patterns across the organization.
Outcome
Eliminated duplicated effort across teams. Standardized communication patterns improved reliability and reduced onboarding time for new services.
Challenge
A content organization needed to launch a mobile and web application for daily audio and video content, starting from a basic skeleton with minimal functionality and a simplified UI.
Approach
Took full end-to-end ownership: frontend, backend, mobile, deployment, monitoring, and ongoing development. Evolved the basic skeleton into a complete product, often creating UI without predefined designs.
Outcome
Successfully launched a full-featured content application with daily audio/video, series, favorites, offline mode, and notifications. Team recognized for exceptional autonomy and proactive communication.
Challenge
The same platform needed to expand to new language markets without building separate products, requiring multi-language support across every layer of the stack.
Approach
Architected the full multi-language pipeline: content localization, automated translation integration, per-language configurations, Firebase setup, deep linking, routing, and separate build configurations.
Outcome
Successful expansion to new language markets on a single platform. Architecture designed for further language additions with minimal effort. Coordinated across multiple content and technical teams.
Challenge
A global consumer goods company needed expert engineering support for a multi-brand, multi-market web platform spanning hundreds of sites with LTR/RTL support and complex localization requirements.
Approach
Provided expert development for complex cross-cutting changes, migrated search engine providers, and built a site scanner for automated compliance checking across the portfolio (SSL certificates, privacy policies).
Outcome
Scalable changes deployed across hundreds of sites simultaneously. Automated compliance monitoring reduced manual oversight. Client returned with additional engagements after initial project completion.
Challenge
A SaaS provider serving small businesses needed feature development, process improvement, and technical mentoring for distributed development teams.
Approach
Led feature projects including Google Reviews integration. Provided technical consulting, code review, and hands-on training for the client's development teams across multiple locations.
Outcome
Improved product capabilities and development velocity. Knowledge transfer strengthened the client's internal teams. Proactive problem-solving approach led to expanded engagement scope.