Parv Arora

Data • Science • Production • Systems

[Internal Architecture] • Academic Operations & Performance Intelligence

An enterprise academic framework engineered to unify administration, credentialing, and performance intelligence across multi-institution environments.

• Administrative Lifecycles: Centralizes student records, grading workflows, and automated generation of tamper-evident marksheets and institutional credentials.
• Academic Intelligence: Ingestion pipelines aggregate historical academic data into structured performance metrics and diagnostic cohorts for leadership oversight.
• Computation DAG Engine: Implements directed acyclic graph (DAG) evaluation engines for prerequisite validation, GPA/CGPA computation, and automated graduation audits.
• Verification & Resilience: Comprehensive automated test harnesses validating edge grading models, concurrency constraints, and high-load batch processing.

[Public Production System] • Healthcare Operations & Queue Optimization

A full-stack clinical appointment coordination platform engineered to mitigate wait cascades and eliminate schedule drift in high-volume practices.

• Dynamic Slot Recalculation: Adjusts downstream appointment schedules in real-time based on actual procedural durations, mitigating operational bottlenecks.
• Dual Role-Based Portals: Purpose-built interfaces separating practitioner clinical schedule management from frictionless patient booking.
• Buffer Architecture: Configurable procedure-specific buffer windows designed to absorb patient turnaround delays without disrupting doctor throughput.
• Event-Driven Communication: Integrated Twilio SMS notification pipeline for appointment confirmations, live delay notifications, and rescheduling triggers.
• Stack & Architecture: Python (Flask), React (TypeScript & Vite), SQLite, Tailwind CSS, Twilio API.

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