Custom AI Chatbot
LLM-powered support & sales agents
RAG Pipeline Architecture
pgvector · document retrieval · FastAPI
Full-Stack Web App
React · FastAPI · PostgreSQL · AWS
AI Integration & LLM Consulting
Embed AI into existing products
Performance & SEO
Core Web Vitals · Technical SEO
Cloud Infrastructure
AWS · S3 · EC2 · Route53 · Lambda
I'm Ayush Satvara — the solo architect, engineer, and founder behind Sapybase. Every line of infrastructure, from the RAG pipeline to the React UI, was designed and shipped by one person.

MS Computer Science
NYIT · GPA 3.26
Founding Status
100% Bootstrapped
2023 – 2025
New York Institute of Technology
2019 – 2023
KSV University
AI Chatbot on Your Website
We build a custom AI assistant trained on your own content — your FAQs, product pages, and docs. Your visitors get instant, accurate answers 24/7 without you lifting a finger.
Trained on Your Data, Not the Internet
Unlike generic AI tools, your bot only knows what you teach it. Upload a PDF, paste a URL, or type your policies — the bot sticks to your information and never makes things up.
Embed in 60 Seconds
One script tag. Paste it into any website — Shopify, Webflow, WordPress, or plain HTML — and your chatbot is live. No developer needed after the initial setup.
Full Control from a Dashboard
Retrain the bot when your content changes, adjust its tone and name, and watch real conversations in the dashboard. You own every setting — no black box.
Architecting high-concurrency systems that bridge the gap between complex business logic and high-performance digital interfaces.
// Distributed Book Intelligence Engine
AI-driven digital library platform using FastAPI and PostgreSQL with pgvector to manage 271k records. 384-dimensional vector embeddings drive context-aware discovery.
// Community Financial Hub
Specialized digital hub for donation management and community heritage preservation. Built with React and FastAPI for high-concurrency village-scale synchronization.
// Agency Identity Core
Ultra-modern, Bento-grid architecture engineered to showcase dual technical profiles. Leveraging React 19 and Tailwind v4 for zero-lag mobile responsiveness.
// Sales Development AI
Next-generation sales development solution focused on optimizing complex digital workflows. Undergoing rigorous refinement for high-performance scalability.
Deployment Status · Optimal