Legal Tech AI
Legal intake and document review were slow: forms, PDFs, and escalations were manual. A production AI backend handles guarded chat, document automation, and retrieval over case materials so intake and handoff are structured.
Projects
A selection of production platforms and AI layers we have shipped. Sensitive engagements stay anonymized; publishable names stay named.
Selected work
Legal intake and document review were slow: forms, PDFs, and escalations were manual. A production AI backend handles guarded chat, document automation, and retrieval over case materials so intake and handoff are structured.
A global trading platform needed modern login at scale: less friction, stronger security, regulated traffic. NestJS auth services cover Passkeys and WebAuthn patterns, social login, and production API boundaries.
A data pipeline toolkit was expensive on legacy hosting. We wrapped the existing Python module in Flask, packaged it with Docker, and ran it on Cloud Run with Cloud Scheduler. The major pipeline cost fell by about 80% without rewriting the core logic.
Company card spending caused receipt chaos: finance lacked visibility and compliance was painful. Serverless employee and admin portals handle upload, categorization, and approvals, with Azure SSO for workforce access.
A fashion marketplace needed a commerce-scale backend for listings, discovery, and feeds without a fragile monolith. Event-driven AWS APIs cover search and indexing, listing workflows, and serverless services so the product can grow.
A US medical staffing operation ran on spreadsheets, so scheduling and ATS handoffs were slow. Serverless AWS portals with NestJS APIs, multi-tenant access, and Bullhorn-style ATS integration replace that spreadsheet ops layer.
Construction quote intake from PDFs and scans was manual and inconsistent. Document AI on AWS combines OCR, LLM extraction, and business rules, with a human review step before a quote is treated as final.
Pre-launch growth needed waitlist capture and referral loops, not a static page. A full-stack waitlist and referral system on Next.js, with AWS persistence, handles signup and the growth loop for launch.
A cloud security backend was hard to change, so reliability and delivery speed suffered. A microservices refactor clarified boundaries, cleaned up the APIs, and put the services on cloud-native patterns the team can keep shipping.
A healthcare product needed end-to-end software: the interface, the APIs, and a deployable system. We shipped the full stack with production discipline and a clear handoff so the team could keep running it.
A brand needed a credible web presence, not a template. A Next.js and TypeScript marketing site, with a responsive layout and performance-minded delivery, gives them a professional front door for leads.
For J&H Properties in Ras Al Khaimah: a Next.js agency site for buy, rent, and off-plan inventory, with cloud-hosted Property Finder integration so listings stay synced through API access — not re-keyed by hand.
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