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AI Ops Platform·2025-26

EMBTalent – AI-Driven Hiring Platform

Next.js 14
TypeScript
React Query
OpenRouter SDK
Claude API (Anthropic)
Zod
ShedCN UI
Tailwind CSS
RBAC
CI/CD
Mongo
Next.js Api
Client DashboardPartner Dhashboard

EMBTalent is a comprehensive, AI-first talent acquisition platform I designed and built at EMB Global. The product serves three distinct user types — enterprise clients, talent partners, and internal admins — each with their own dedicated dashboard and workflow.

On the AI side, I integrated the Claude API (via Anthropic) and OpenRouter SDK to power two core features: (1) an intelligent Job Description parser that extracts structured requirements from unstructured text and maps them to candidate attributes, and (2) a GPT-powered BRD (Business Requirement Document) generator that lets clients describe their hiring needs in natural language and receive structured, formatted requirement documents automatically.

Architecturally, I chose Next.js 14 with the App Router for SSR/SSG flexibility, TypeScript throughout for type safety, and TanStack Query (React Query) for server state management and real-time data synchronization across the multi-role dashboards. I used Shadcn UI as the component foundation and Zod for runtime schema validation on all API boundaries.
I led a team of 6 frontend engineers, established the monorepo structure, set up ESLint and Prettier standards, created a shared component library, and introduced PR templates and code review processes that reduced review cycle time by 30%. The platform went from zero to serving 50+ enterprise clients, contributing to $1.8M+ in new revenue pipeline, and reducing average client hiring turnaround by 90%. Lighthouse scores are consistently 95+ across all routes through code splitting, lazy loading, and image optimization strategies

Responsibilities

  • Architected the entire frontend from scratch using Next.js 14, TypeScript, TanStack Query, and Shadcn UI

  • Integrated Claude API and OpenRouter SDK for AI-powered JD parsing and BRD generation features

  • Designed and built three separate role-based dashboards: Client Portal, Partner Dashboard, Admin Panel

  • Implemented enterprise-grade RBAC (Role-Based Access Control) for multi-tenant data isolation

  • Led team of 6 frontend engineers — code reviews, architecture decisions, sprint planning

  • Set up CI/CD pipeline, ESLint/Prettier standards, shared component library

  • Achieved and maintained 95+ Lighthouse performance scores through optimization strategies

  • Implemented real-time data updates using React Query with WebSocket integration