A live, CV-grounded portfolio platform combining conversational AI, Redis-backed analytics, inline scheduling, serverless APIs, and responsive interaction design.
Impact
CV-grounded AI, inline scheduling, and persistent engagement analytics
Hiring signal
Frontend engineering, serverless API design, LLM orchestration, structured response handling, Redis-backed analytics, and end-to-end product delivery.
My role
Creator and lead developer · full-stack architecture, CV-grounded retrieval, Groq integration, Upstash Redis analytics, Resend notifications, deployment, and responsive UX
Status
An interactive trace is available.
The problem
Traditional portfolios and static CVs communicate outcomes but provide limited evidence of implementation quality. Recruiters and engineering leaders benefit from seeing live interactions, API integrations, structured project narratives, and production deployment within the portfolio itself.
My approach
satnamsingh.in is implemented as a full-stack portfolio product. It includes Niki AI, a CV-grounded assistant with structured follow-up prompts and inline scheduling; persistent engagement analytics backed by Upstash Redis; serverless API routes; and responsive interface transitions built with Motion and Tailwind CSS.
Architecture judgment
A functional portfolio provides direct evidence of frontend engineering, API integration, AI orchestration, state management, deployment, and production troubleshooting beyond what a static project summary can demonstrate.
Architecture
The complete execution path, service boundaries, data stores, security controls, validation stages, and operational telemetry.
Implementation
Technology
Interactive trace
Run the trace to see the main workflow stages.