mhk sameera

Next.js, React, Node.js, Express, TypeScript, MongoDB, Neon Postgres, pgvector, Docker, Linux VPS architecture, and API design.

Local vector search pipelines with pgvector, advanced ONNX runtime models for multi-lingual embedding generation, and real-time WebSocket messaging architectures.

Building Ask Leya—an AI-powered business assistant widget featuring local multi-lingual ONNX vector search, real-time human hand-off via Socket.IO, and automated cross-platform integrations.

Collaborating on full-stack SaaS products, discussing AI integration patterns, code architecture reviews, and connecting with other developers building in public.