Jaipur, Rajasthan, India
Full-Stack Developer and AI Engineer with a backend and systems focus. Currently CTO at Kakiyo OÜ and creator of memcontext.in, a persistent memory layer for AI coding agents. I build scalable, backend-heavy AI systems engineered for real-world scale, low latency, and solid infrastructure. Clean APIs, sane databases, cache layers that work, queues that don't lose data, and a frontend that sits cleanly on top. I care about applied AI, end-to-end execution, and shipping to production, not demos. Impact at Kakiyo OÜ (CTO): • Cut P50 latency from 2.8s to 20ms, P90 to 90ms • Migrated millions of rows from Appwrite to PlanetScale with zero downtime • Reduced infrastructure cost by 50% • Built the hiring pipeline and lead engineering end to end Things I've built and shipped: • MemContext, persistent memory for AI coding agents. Lets agents remember context across sessions via vector search and MCP integrations. (Hono, Next.js, Drizzle, Postgres) • Zenox, agent orchestration plugin for OpenCode with specialized subagents and background tasks. (TypeScript, MCP, Bun) • Plnr, AI planning and security CLI that turns codebase context into concrete implementation plans. (Node.js, OpenRouter, Exa AI) • CappyChat, production AI chat workspace with multi-model routing, realtime sync, and tool calling. (Next.js, Appwrite, Upstash Redis) • Bucket Buddy, S3-style storage manager for AWS and Cloudflare R2. (Next.js, Prisma, Postgres, AWS SDK) Backend & systems: Node.js, Hono, Next.js API routes, Postgres, MongoDB, Prisma, Drizzle, Redis, Docker, AWS, PlanetScale, GraphQL, system design, API design, caching, database migrations, observability. AI engineering: RAG, vector search, agent orchestration, multi-model routing, MCP servers, Vercel AI SDK, OpenRouter, LangChain, OpenAI, agentic workflows. Frontend: Next.js, React, TypeScript, Tailwind, Zustand. I also write about systems I find interesting. Recent posts cover how WebRTC actually works (signaling, ICE, SFU vs MCU) and webhooks done right (transactional outbox, retries, idempotency). Open to full-stack, backend, and AI engineering roles, freelance, and advisory work. Based in Jaipur, India. Portfolio: aysh.me