Open to AI Engineer & Full-Stack roles

Hi, I'mAyush Dixit.AI Engineer & Full-Stack Engineer

$whoami—AI Engineer

I make language models useful — grounded in real sources, wired into real systems.

I build AI products end to end — the retrieval, the memory, the streaming UI, and the infrastructure underneath. Five years of enterprise engineering taught me how to make systems that hold up: hybrid retrieval over pgvector and Postgres FTS, MCP tool servers that let models act, layered memory so context survives the conversation, all wrapped in Next.js and TypeScript and shipped on Docker and Kubernetes I run myself.

RAG & Retrievalpgvector · FTS · RRF
Agents & MCPtool servers · memory
Full-Stack DeliveryNext.js · Spring · K8s

See What I've Built AI Engineer Résumé

Noida, India

Ayush Dixit — AI Engineer and Full Stack Engineer

Ingest→Embed→Retrieve→Reason→Ship

Scroll

Years Experience

Projects Shipped

Public Repos

Companies

RAG

pgvector

OpenAI APIMCPEmbeddings

Gemini API

TypeScript

Next.js

React

Node.js

Java

Spring Boot

PostgreSQL

MongoDB

Redis

Docker

Kubernetes

AWS

GraphQLVector Search

MicroservicesRAG

pgvector

OpenAI APIMCPEmbeddings

Gemini API

TypeScript

Next.js

React

Node.js

Java

Spring Boot

PostgreSQL

MongoDB

Redis

Docker

Kubernetes

AWS

GraphQLVector Search

Microservices

01How I Think

Engineering principles

A working manifesto — tap through the six ideas that shape every system I ship.

01 / 06

Architecture first

I design for the boundary before the line of code — clear layers, explicit contracts, and data flow you can reason about. Good structure makes everything after it cheaper.

02Career

Work experience

~5 years across telecom, banking, and enterprise commerce — designing and shipping production systems as a software engineer and full-stack developer.

HCL

Senior Software Engineer - I

Current

HCL Software

Apr 2025 — Present

1 yr 5 mos Pune

Developing cloud-native microservices for HCL's commerce platform using Java, Spring Boot, and Redis
Designing scalable REST APIs with Spring MVC and Spring Data JPA
Containerizing microservices with Docker and deploying on Kubernetes
Building responsive React frontends and SEO-friendly server-rendered pages in Next.js
Implementing secure authentication with JWT and Spring Security
Applying Redis caching for faster data retrieval and session optimization
Conducting code reviews, unit/integration testing, and following Agile/Scrum

Java

Spring Boot

Redis

Docker

Kubernetes

React

Next.js

Software Development Senior Analyst

Accenture

Oct 2024 — Apr 2025

6 mos Noida

Built a secure digital onboarding module with encryption flows for the banking domain
Developed scalable Spring Boot microservices and secure REST APIs (Spring Security + JWT)
Implemented Spring Batch jobs for large-scale data processing
Used Quartz Scheduler for recurring automated reporting jobs
Followed Agile practices: sprint planning, standups, retrospectives
Conducted code reviews and authored JUnit/Mockito unit tests

Java

Spring Boot

Spring Security

Spring BatchQuartz

Software Developer

Amdocs

Aug 2021 — Oct 2024

3 yrs 2 mos Gurugram

Contributed to a telecom Ordering Management System (OMS)
Implemented business logic with Java, EJB, and WebLogic Server
Integrated SOAP web services and internal APIs; handled async messaging with JMS
Wrote and tuned Oracle PL/SQL for large database operations
Participated in Agile SDLC and collaborated with QA, DevOps, and Business Analysts
Used Jenkins, Maven, Git, and JIRA for CI/CD and version control
Performed debugging, unit testing, and production issue resolution

JavaEJBWebLogicSOAPJMS

Oracle PL/SQL

Jenkins

03Selected Work

Projects with depth

Not just screenshots — the problem each one solves, how I reasoned about it, the system design, and the real tech stack pulled from GitHub.

01Live2026· Creator

ChaiBook LM

A source-grounded research workspace with citations and long-term memory

Code Live

A NotebookLM-style research workspace: ingest PDFs, websites, YouTube, email, and MCP snapshots into isolated notebooks, then ask questions that stream cited answers. Hybrid retrieval (pgvector + Postgres FTS + RRF), dual-voice podcasts, YouTube roadmaps, and layered memory so the model does not lose the thread.

Hybrid retrieval you can inspect — RRF, vector, and FTS scores per cited chunk

Layered memory: Redis STM, pinned facts, episodic embeddings, graph, optional Mem0

Sources from PDF, URL, YouTube playlists, email, calendar, Drive, and MCP snapshots

Production deploy: Traefik gateway, private Caddy, unpublished Postgres and Redis

02Live2026· Creator

Shirube

The TypeScript SDK for production AI agents

Code Live

A TypeScript agent SDK (npm: shirube-ai) that owns the loop after you define an agent, tools, and a model — guardrails on by default, Zod tools with fail-closed approval, handoffs that cannot loop, layered memory, a living knowledge graph, MCP both ways, and streaming events. Security is on unless you opt out.

Security on by default: jailbreak, injection, PII, secret leak, system-prompt leak

Five memory layers kept apart — session ≠ long-term notes ≠ typed graph

Handoffs with a visited-set and maxHandoffs so A→B→A cannot loop forever

MCP both ways, model fallbacks (OpenAI → Claude → Gemini), structured Zod output

03Open Source2026· Creator

Clipo

A fast, native, privacy-first clipboard manager

Code

A lightweight clipboard history manager for macOS and Windows built with Tauri v2 + Rust + SQLite (FTS5) and a React + TypeScript + shadcn/ui frontend. Search, pin, tag, edit and paste back anything you've copied — 100% local.

Native binary, ~10–15 MB installer, cold start under a second

Full-text search (FTS5) that stays fast past 100k+ entries

Pins, favorites, tags, notes, and edit-in-place

Global hotkey + system-tray; 100% local, no telemetry

04In Progress2026· Full-Stack Engineer

Nakshatra AI

AI-powered Vedic astrology platform

Code

A monorepo combining a Next.js 16 web app with a Python FastAPI astro-engine microservice — kundli generation, kundli matching, an AI astrologer chat, and daily horoscopes, with auth, payments, and an admin dashboard.

Polyglot monorepo: Next.js 16 + Python FastAPI microservice

NextAuth v5 with Email OTP + Google and role-based middleware

Dual-LLM AI chat (Gemini primary, OpenAI fallback)

Razorpay payments and an admin dashboard

05Live2025· Full-Stack Engineer

mAI-school

Multi-tenant school management SaaS

Code Live

A containerized, multi-tenant school-management platform. Every institute signs in on its own subdomain with its own branding; admins, principals, teachers and students each get a focused, role-based home — attendance, fees, exams, announcements, meetings, and AI assists.

True multi-tenancy: subdomain + branding per institute

PostGraphile auto-generates the GraphQL API from the DB schema

Role-based access for admin, principal, teacher, student

Self-serve onboarding with emailed sign-in links; Dockerized

06Open Source2026· Creator

PostGraphile Java

Auto-generate a GraphQL API from your PostgreSQL schema

Code

A Spring Boot starter that introspects your PostgreSQL database and generates a full, Relay-compliant GraphQL API — the Java equivalent of PostGraphile. Zero boilerplate: tables, views, FKs, enums and functions become types, queries and mutations.

Zero-config: PostgreSQL schema → Relay GraphQL API

DataLoader batching eliminates N+1; keyset cursor pagination

Per-request JDBC transaction + PostgreSQL row-level security

Smart Comments, full-text search, JWT auth, virtual threads

07Open Source2026· Creator

MCP Mermaid ER Server

Turn an ER diagram into a live REST + GraphQL API

Code

An open-source Model Context Protocol (MCP) server that parses Mermaid ER diagrams, creates PostgreSQL tables, and exposes automatic REST and GraphQL CRUD APIs — driven entirely by an AI agent through 12 MCP tools.

Model Context Protocol server with 12 agent-callable tools

Mermaid ER → PostgreSQL DDL with PK/FK/UK detection

Auto-generated REST and GraphQL CRUD endpoints

Drives end-to-end from diagram to running API

04Open Source

Freshly pushed

The 4 repositories I touched most recently, pulled live from the GitHub API with language breakdowns and push times.

13Public repos

0Total stars

5Languages

mAI-school

Latest

mAI-school — A comprehensive, modern school management system built with a full-stack JavaScript architecture. This containerized application streamlines educational administration through role-based access control, integrated student information systems, attendance tracking, fee management, and detailed reporting capabilities

JavaScriptpushed 2 weeks ago

Portfolio-next

Modern developer portfolio built with Next.js 16, TypeScript & Tailwind CSS v4 — featuring dark/light mode, live GitHub repos integration, Framer Motion animations, JSON-LD structured data, and comprehensive SEO optimization. Deployed at ayushdixit.work

TypeScriptpushed 2 weeks ago