Skills & Expertise

From production AI agents to enterprise Java, these are the technologies I work with every day — ranked by depth and impact.

AI & Machine Learning

Building production AI agents and LLM-powered systems at TransUnion

LangChain / LangGraph

1+ yr Production

Production AI agents, RAG, multi-agent orchestration

MLFlow

1+ yr Production

Model lifecycle management, LLMOps

RAG Pipelines

1+ yr Production

Retrieval-augmented generation for enterprise data

OpenAI API

1+ yr Production

LLM integration, prompt engineering

FAISS

Vector similarity search

Claude Code

AI-augmented development with subagents and hooks

LLMOps

Production deployment, monitoring, iteration

Core Expertise

Technologies I've used extensively in production with deep hands-on experience.

Java (8–17)

6+ yrs Production

Enterprise backend, Spring ecosystem, 6+ years

Spring Boot

5+ yrs Production

Microservices, REST APIs, enterprise applications

Python

3+ yrs Production

AI/ML, data pipelines, automation

PostgreSQL

4+ yrs Production

TB-scale datasets, query optimization

AWS

3+ yrs Production

EKS, cloud infrastructure, deployment

Docker / Kubernetes

3+ yrs Production

Container orchestration, microservices deployment

Proficient

Solid working knowledge — used in projects or professional settings.

Hibernate

Node.js

MySQL

MongoDB

Redis

Neo4j

DuckDB

Trino

Apache Superset

React

React Native

Vue.js

TypeScript

Redux

Jenkins CI/CD

Git / GitHub

Linux / BASH

JUnit / JMeter

Familiar & Exploring

Technologies I've used in smaller scopes or am actively learning.

GCP Postman VS Code IntelliJ IDEA Eclipse JIRA Confluence Firebase DialogFlow ExtJS Struts Expo Pandas NumPy Highcharts MVC Architecture Dependency Injection ORM Web Scraping

Concepts & Methodologies

Design principles and engineering practices I apply daily.

MicroservicesRESTful APIsCI/CDAgile / ScrumClean CodeMVC ArchitectureDependency InjectionORMNLPMachine LearningWeb Scraping

Soft Skills

The non-technical competencies that make the technical ones effective.

Problem Solving
Technical Communication
Team Collaboration
Adaptability
Time Management
Continuous Learning

Ayush Jaipuriar

AI Agent Engineer & Senior Full-Stack Developer

jaipuriar.ayush@gmail.com

Currently exploring Senior SWE & AI Engineering roles

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