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• Developed and maintained admin portal features using Vue.js and Ruby on Rails, enabling merchants to manage digital ordering, loyalty programs, real-time order tracking, and promotional campaigns across multiple locations.
• Optimized merchant configuration interfaces through tabbed navigation and request batching–reducing API calls by 92% and significantly improving load times.
• Built a global search system end-to-end with fuzzy matching, weighted relevance scoring, full-text indexing, and keyword matching algorithms—significantly improving merchants' ability to find and manage platform configurations.
• Extended granular role-based access control using CASL and CanCanCan, ensuring secure and synchronized authorization across the platform.

• Developed a VSCode extension with a custom Python-based LSP server—bridging ZenML's Python library with a TypeScript codebase to streamline MLOps workflows.
• Implemented real-time config monitoring using watchdog and an event-driven architecture to sync ZenML environment changes with the VSCode extension UI.
• Achieved direct library integration by leveraging users' local installations—eliminating FastAPI server dependency and streamlining version control.
• Built a testing framework for AWS deployments using LocalStack and Terraform—including comprehensive CI/CD pipelines with Docker and detailed developer documentation.

Pennant is an open-source computational notebook that offers real-time collaboration and shared code execution.

• Developed Pennant, a collaborative computational notebook—integrating a conflict-free replicated data type (CRDT) framework for real-time document synchronization with sub-50ms latency.
• Built a distributed async execution engine with Flask, Celery, Redis, and RabbitMQ—optimizing request handling through background workers and achieving sub-100ms response times.
• Designed React-based UI with TypeScript, React-Query, and Recoil—implementing browser and API caching that reduced load times by 87.5%.
• Optimized infrastructure by reducing client-side TCP connections from linear to constant scale—reducing server resource consumption by 90% and improving system scalability.

• Featured projects:
  • CloudRounds – Permissions-Role-Based platform to manage access to educational seminars (React,TypeScript, Node.js, Prisma, GraphQL)
  • SnackBin – A database-backed application for receiving and debugging webhooks (Node.js, PostgreSQL, Socket.io)
  • Jabr – Discord-like chat and VoIP app (Next.js, Typescript, Prisma, MySQL, Planetscale, Socket.io)
  • SymptomOverflow – web app for analyzing symptoms and generating differential diagnoses (MERN stack)
  • CHF Manager – iOS app for the management of Congestive Heart Failure (Swift, SwiftUI)

Genesis Orthopedics & Sports Medicine

• Developed predictive models for total joint arthroplasty that identified high-risk patients with 87% accuracy, leading to an 18% reduction in clinic-wide readmission rates.
• Led research initiative analyzing cost burden reduction under BPCI/CJR models, resulting in $440K annual savings.