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A transparent look into our engineering decisions, architecture diagrams, technology trade-offs, and systems outcomes.
An internal prototype exploring retrieval-augmented generation (RAG) to synthesize unstructured medical charts into structured clinical summaries for medical practitioners.
We engineered an end-to-end local-first RAG pipeline using LangChain, pgvector, and Next.js. The system securely ingests medical records, indexes clinical entities with hybrid search, and generates sourced summaries with precise page-level citations.
A reference implementation of a global headless commerce storefront engineered to demonstrate sub-second international shopping experiences and dynamic merchandising.
We designed a multi-region edge-rendered architecture pairing Next.js App Router with Shopify Storefront API and distributed edge caching, achieving instant transitions between product catalogs.
An internal distributed workflow orchestration engine created to automate multi-stage data transformations, notification broadcasts, and third-party API syncs.
Developed an event-driven workflow engine utilizing Node.js, Redis Streams, and PostgreSQL. It provides a visual state machine inspector, idempotent job retries, and comprehensive telemetry.
An interactive learning management system architecture featuring real-time WebRTC virtual classrooms, automated assessments, and student progress telemetry.
Built a collaborative learning hub with Next.js, WebSockets, and Canvas API whiteboarding, coupled with an automated assessment generator that suggests review material tailored to individual mistakes.
A continuous security and compliance scanner for Terraform infrastructure configurations, validating IAM permissions, VPC layouts, and encryption flags.
Created an automated CLI and GitHub Action runner that parses Terraform HCL ASTs against CIS AWS/GCP benchmarks and flags policy violations before pull requests are merged.
We partner with founders and enterprise leaders to architect, build, and deploy resilient digital systems.