Staff Software Engineer

Architected and implemented MLOps automation infrastructure, including initial ML training pipelines that enabled teams to independently develop additional pipelines under technical guidance. Reduced model time-to-production from weeks to days.

Led a dataset management initiative that introduced versioning, data lineage, and data pipelines for dataset materialization, reducing time spent on data by 70%. Drove unit-wide adoption of repository organization, code quality, containerization, CI/CD, and agentic development practices, improving delivery cycles and reducing post-deployment defects.

Developed a computer vision model annotation tool that reduced annotation campaign costs by 30%, and established an annotation storage system that reduced annotation defects by 20%.

Designed and implemented proofs of concept for core platform capabilities, including stream processing and authorization. Validated architectural approaches that were subsequently adopted in production.

Provided architectural guidance to engineers on development practices and PoC implementation. Helped teams translate experimental technical designs into production-ready solutions.

Led a team responsible for transforming a monolithic application into a microservices architecture. Developed and delivered three microservices to production and contributed to company-wide architectural decisions.

Established team engineering processes and introduced Unix-like design principles for microservices. Made components more composable and interchangeable, reducing integration effort and supporting parallel development.

Developed a financial analytics platform using event-driven microservices, delivering functionality across backend and frontend components.

Built statistical and predictive models for stock market analysis. Incorporated reinforcement learning and NLP-based social media analysis into the platform.

Assumed technical leadership of an established steel detailing product, modernizing its codebase and architecture while leading the design of new features.

Improved engineering practices through automated testing, continuous deployment, and peer code reviews. Mentored junior developers and established structured team collaboration processes.

Progressed from junior developer to technical leadership while leading frontend and backend teams building a B2C gaming platform from the ground up. Delivered third-party system integrations and collaborated with product owners on delivery.

Established CI, code reviews, and test-driven development practices while mentoring junior developers. Led technical preparation for gaming licensing compliance, including external code reviews, code freezes, mathematical-model simulations, scalability testing, and performance testing.

Learned software development best practices and frameworks as a trainee developer.

Built foundational experience in professional software engineering processes and development methodologies.

Master's Degree in Computer Science.