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The work, up close

Complex challenges.
Considered solutions.

From a first product to a better foundation. Explore the thinking and engineering behind our work.

Pipeline modernizationFocused delivery sprint

GCP Data Pipeline — Cloud Run Cost Cut

Legacy Python wrapped in Flask, Docker, Cloud Run, and Cloud Scheduler — about 80% cheaper on the major pipeline.

  • About 80% cost reduction on the major pipeline
  • Flask + Docker on Cloud Run with Cloud Scheduler
GCPCloud RunDocker
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Ops portal + ATS integrationOngoing platform build

Medical Staffing Portal — AWS + ATS

Serverless NestJS portals for US medical staffing with multi-tenant access and Bullhorn-style ATS handoffs.

  • Replaced spreadsheet ops with owned staffing portals
  • NestJS APIs with multi-tenant access on AWS
NestJSAWSTypeScript
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Chatbot + Workflow Automation12 weeks

Legal Intake Automation System

A guarded chatbot and workflow automation platform for legal onboarding, escalation, and document generation.

  • Replaced fragile no-code orchestration with a custom stack
  • Introduced bounded escalation to internal legal staff
Next.jsNestJSLangChain
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Authentication servicesEmployment engagement

Passkeys & Social Login — Deriv

NestJS auth services for Passkeys / WebAuthn patterns and social login on a global trading platform.

  • Passkeys / WebAuthn patterns in production NestJS services
  • Social login with clear API boundaries
NestJSTypeScriptWebAuthn
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Document AIFocused AI systems build

Construction Quote Document AI

OCR, LLM extraction, and business rules on AWS for structured construction quotes with human review.

  • OCR + LLM extraction for quote PDFs and scans
  • Business rules with human review checkpoints
AWSOCRLangChain
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Search. Discover. Connect.Marketplace architecture
Backend + Serverless ArchitectureMulti-phase build

Secondhand Fashion App Backend

A TypeScript and AWS serverless backend for social commerce, multilingual search, event-driven feeds, and marketplace operations.

  • Built scalable APIs and event-driven workflows for social commerce
  • Implemented multilingual OpenSearch discovery with filtering and feed relevance
TypeScriptNode.jsAWS Lambda
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Search. Discover. Connect.Marketplace architecture
Website Platform + Backend WorkflowsMulti-phase build

Fashion Marketplace Website Platform

A multilingual Next.js website with waitlist, blog, event-driven email workflows, and AWS serverless anti-spam protections.

  • Built multilingual website workflows with Next.js and TypeScript
  • Automated waitlist, contact, and blog email flows with Lambda and DynamoDB events
Next.jsTypeScriptAWS Lambda
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Internal Platform + Financial WorkflowsMulti-phase rollout

Enterprise Credit Card Receipt System

A full-stack employee/admin expense platform with AWS serverless workflows, receipt uploads, approvals, and enterprise visibility.

  • Built employee and admin portals for receipt submission and approval operations
  • Implemented serverless APIs and file workflows using Lambda, DynamoDB, S3, and SES
ReactTypeScriptNode.js
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Agency website + brokerage integrationsMulti-phase delivery

J&H Properties — Real Estate Agency Platform

Agency listing site for a RAK brokerage with cloud-hosted Property Finder API sync — one inventory on the website and portal, without double entry.

  • Property Finder listing sync via cloud-hosted API integration
  • Buy, rent, and off-plan experiences with agent and area pages
Next.jsTypeScriptPostgreSQL
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Backend Refactor + ReliabilityOngoing refactor phases

Cloud Security Backend Refactor

Refactoring and stabilizing Node.js + TypeScript serverless microservices with stronger testing, cleaner architecture, and safer release flows.

  • Refactored NestJS and Lambda service logic for maintainability and clarity
  • Improved Jest test coverage and production reliability in backend workflows
Node.jsTypeScriptNestJS
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