---
title: "JOHN SMILIN DS - Associate AI Engineer – Trainee in India | Tal"
description: "Meet JOHN SMILIN DS, Associate AI Engineer @atos.net | Building AI Agents, RAG Pipelines & Intelligent Automation Systems based in India."
image: "https://tal.club/meet/john-smilin-ds/share-image"
---

# JOHN SMILIN DS on Tal

## Headline

Associate AI Engineer @atos\.net \| Building AI Agents, RAG Pipelines & Intelligent Automation Systems

## About

I started by building products\. Not tutorials\. Not clones\. Real systems that solve real problems\. From developing ResumeNova — an Agentic AI platform that redesigns the entire job\-search workflow using multi\-agent architecture and MCP — to building Aetheron AI, a lightweight AI\-powered search engine that brings Perplexity\-style intelligence using open\-source SearXNG\. One question has driven every line I've written: How do we build systems that don't just work — but scale? Working on ResumeNova changed how I see engineering entirely\. Designing multi\-agent pipelines where intelligent agents collaborate autonomously taught me that writing code is only the beginning\. Systems must be reliable\. Deployments must be seamless\. Infrastructure must scale\. That realization pushed me into DevOps, AWS, and automation — combining Full\-Stack \(Python, Node\.js, TypeScript\) with Cloud Infrastructure, CI/CD pipelines, and AI\-native architectures\. Today, I don't just build apps — I build scalable, intelligent systems\. 🔗 ResumeNova — AI\-powered job\-search platform → resumenova\.in 🔗 Aetheron AI — Lightweight Perplexity alternative \(SearXNG\-powered\) → aetheron\-ai\.netlify\.app

## Location

India

## Work experience

Associate AI Engineer – Trainee at Atos, May 2026 \- Present · 1 mo, On\-site, AI Engineer Trainee at atos\.net Working on enterprise\-grade AI applications, intelligent agent systems, and scalable backend solutions using modern AI and Python technologies\. • Developing AI\-powered applications using Python, Django, and FastAPI • Building and managing AI agents using LangChain and LangGraph frameworks • Working on multi\-agent orchestration systems for complex AI workflows and task automation • Implementing RAG \(Retrieval\-Augmented Generation\) pipelines for context\-aware AI responses • Developing browser agents and automation workflows using CDP \(Chrome DevTools Protocol\) • Designing execution memory, caching mechanisms, and performance optimization features for AI systems • Debugging, maintaining, and improving production\-level AI products and backend services • Integrating APIs, LLMs, vector databases, and intelligent workflows into enterprise solutions • Collaborating with teams to deliver scalable, reliable, and efficient AI\-driven products • Exploring advanced Generative AI concepts, autonomous agents, and workflow automation systems

Trainee at Atos, Mar 2026 \- May 2026 · 3 mos, Chennai, Junior Python Developer at Atos, working on enterprise\-grade backend systems and AI\-integrated solutions\. Contributing to Python\-based development while applying GenAI tools and automation to improve workflows\. Alongside my role, I independently built and deployed AI products — ResumeNova \(an Agentic AI job\-search platform with multi\-agent architecture\) and Aetheron AI \(a lightweight, open\-source AI search engine powered by SearXNG\)\. Key focus areas: • Python backend development & REST APIs • AI/GenAI integration in real\-world systems • AWS cloud fundamentals & DevOps practices • Building scalable, production\-ready applications

## Education

Bachelor of Engineering \- BE, Computer Science, Excel Engineering College \(Autonomous\)

Certification, Full Stack Web Development, udemy

[View the original profile](https://tal.club/meet/john-smilin-ds)

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