• Architected core services for Truveta’s privacy-preserving Person Matching platform, enabling patient identity resolution across 30+ healthcare organizations and processing 200M+ records/day using distributed PySpark pipelines orchestrated via Netflix Conductor.

• Built the ML-enhanced identity matching pipeline, integrating deterministic token. matching with BERT-based embeddings and a distributed clustering workflow (split/merge resolution and stable ID assignment) to accurately link billions of patient records while significantly improving recall over rule-based approaches.

• Founded and open-sourced OpenToken, a cryptographically secure tokenization framework enabling deterministic PII-based record linkage across organizations without exposing raw identifiers, leveraging AES-256 encryption and SHA-256 hashing.

• Led cross-team development of automated partner onboarding workflows, reducing healthcare data ingestion and provisioning time from >1 week to <5 hours and accelerating expansion of the Truveta data network.

• Designed scalable distributed microservices for high-volume identity processing, building horizontally scalable Spark and Java services supporting sub-second lookup latency across billions of identity records.

• Established production reliability and release infrastructure, implementing observability (StatsD metrics, structured logging, tracing) and CI/CD pipelines in Azure DevOps with containerized deployments (Docker/Kubernetes) and FDA-compliant audit logging.

Planned parental leave for full time childcare during my child's first year before returning to the industry.

Led end-to-end design and launch of a new subscriptions platform from concept to

production, projected to generate $8M+ in annual recurring revenue.

• Architected backend services and deeply integrated Stripe APIs (Subscriptions, Products,

Prices, Customers) to support flexible billing, upgrades/downgrades, and subscription

lifecycle management.

• Partnered with frontend and product teams to deliver customer-facing subscription

management experiences, improving self-service and retention.

• Owned production reliability for revenue-critical billing flows, debugging and resolving

cross-service issues across backend, integrations, and frontend layers.

Key contributor to the LoJack Vehicle Intelligence platform, designing and delivering customer-facing features across backend services and web applications. Built an end-to-end vehicle pairing and unpairing system, enabling secure association between customer accounts and physical LoJack devices; owned design, implementation, and rollout.

Led a major modernization of the legacy LoJack web application, rebuilding UI flows to improve usability, performance, and maintainability. Designed and implemented cloud-native backend services using Spring Boot and AWS, supporting scalable, resilient APIs consumed by web and device-facing system. Collaborated closely with product, frontend, and QA teams to deliver features used by thousands of customers in a production, hardware-integrated environment

Worked full-stack and developed new features for the Pharma Portal using Java Spring Boot microservices and Typescript.