Case studies

All case studies

A case-study record of systems, integrations, product workflows, and operational improvements.

01

BlinkRx · Backend · Distributed Systems

Prescription Service

Built a Python/Django service and migration framework that moved prescription workflows out of a stored-procedure-heavy monolith through shadow comparisons, incremental flags, and rollback-ready releases.

  • Python
  • Django
  • PostgreSQL
  • AWS Aurora
  • EKS
  • Kubernetes

59.5MAPI requests per month

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02

BlinkRx · Backend · Distributed Systems

Pharmacy Transfer Pipeline

Designed an SQS-based orchestration pipeline with idempotent steps, throttling, progress tracking, and administrative controls for reliable pharmacy onboarding.

  • Python
  • Django
  • SQS
  • PostgreSQL
  • Pillow
  • AWS

10,700+Prescriptions imported

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03

BlinkRx · Backend · Full Stack

Prescription Deduplication

Led three product and architecture iterations spanning backend detection, user warnings, permissions, event publication, attestations, and operational monitoring.

  • Python
  • Django
  • React
  • TypeScript
  • PostgreSQL
  • Event streaming

21,627+Duplicates identified

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04

BlinkRx · Backend · Full Stack

State-Specific Dispense Labels

Built preview and print APIs, state-aware templates, and self-service administration while reducing generation time from more than five seconds to under one second.

  • Python
  • Django
  • React
  • PostgreSQL
  • API Gateway
  • PDF generation

50States covered

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05

BlinkRx · Backend · Healthcare

Insurance Partner Integrations

Built synchronous and webhook-based integration paths, normalized partner responses, and added retry and throttling controls for production claim processing.

  • Python
  • Django
  • REST APIs
  • Webhooks
  • SQS
  • Camunda

~323KClaims per month added

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06

BlinkRx · Reliability · AWS

Disaster Recovery Framework

Authored eight recovery runbooks and facilitated a live gameday that exercised four failure scenarios and validated a 30-minute recovery time.

  • AWS Aurora
  • EKS
  • Kubernetes
  • Kinesis
  • Firehose
  • New Relic

8Recovery runbooks authored

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07

BlinkRx · AI · Backend

eRx AI Agents

Built and integrated two bounded AI workflows: one extracts patient phone numbers and preferred languages, while the other classifies Nurtec ODT prescriptions as acute or preventive treatment.

  • Python
  • Django
  • LangGraph
  • LLM integration
  • Structured extraction
  • eRx workflows
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08

BlinkRx · Full Stack · Healthcare

Pharmacist Verification Experience

Reorganized the verification interface around side-by-side prescription data, keyboard actions, activity history, and reusable prior review information.

  • React
  • TypeScript
  • Python
  • Django
  • PostgreSQL
  • Design systems
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09

CoStar Group · Backend · Distributed Systems

Multi-channel Messaging System

Designed REST APIs and background services deployed to an AWS-hosted VPC, with exposure to Kafka-based publish/subscribe patterns for asynchronous service communication.

  • REST APIs
  • Background services
  • AWS VPC
  • Kafka pub/sub exposure
  • Service-oriented architecture
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10

Apartments.com · CoStar Group · Backend · Integrations

Online Tour Scheduling Service

Built the service from scratch and translated external scheduling capabilities into production workflows for multifamily apartment communities.

  • REST APIs
  • Third-party APIs
  • Backend services
  • Service-oriented architecture
  • AWS-hosted systems
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11

QuickBridge · Full Stack · Integrations

Loan Agent SMS Messaging

Delivered the workflow in three months using Twilio, AngularJS, ASP.NET Core, and SQL Server, spanning the messaging API, CRM experience, and deployment.

  • C#
  • ASP.NET Core
  • AngularJS
  • Twilio
  • SQL Server
  • REST APIs

3 monthsDelivery timeframe

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12

CU Direct · Backend · Distributed Systems

Loan and Dealership Event Integration

Built NServiceBus microservices for asynchronous communication between lending and dealership systems within a C#/.NET and SQL Server environment.

  • C#
  • .NET
  • ASP.NET
  • NServiceBus
  • SQL Server
  • WPF
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