Applied AI Engineer · LLM Systems · Production AI · 14 years

Building AI systems that
think and scale.

I build production-grade AI pipelines — document intelligence, LLM integration, and RAG systems — backed by 14 years of backend engineering on AWS. Most engineers add AI to their stack. I build the part that makes it trustworthy.

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About

Shobhit Shukla

Applied AI engineer based in Pune, India, with 14 years across travel, logistics, food-tech, and AI document processing at companies like American Express, FedEx, and Punchh.

At Atos, I built an AI-powered invoice reconciliation pipeline using AWS Bedrock, Textract, and Python — processing thousands of documents monthly at ~94% accuracy in production.

My edge: I don't just integrate AI — I build the evaluation, fallback, and reliability layer that makes it production-safe.

14 Years of production experience
94% AI reconciliation accuracy in production
10+ Industries shipped to production

Selected projects

AI Invoice Reconciliation Pipeline

Production system processing thousands of invoices monthly. Multi-modal — AWS Textract for clean documents, Bedrock Vision for low-quality scans — with a custom LLM-powered matching engine at ~94% accuracy.

Python AWS Bedrock Textract LLM S3 Lambda Ruby on Rails

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Ola Maps Ruby Gem

Open-source Ruby gem wrapping the Ola Maps API. Reposted by Ola's CEO — one of the first community-built integrations for the platform.

Ruby Open Source Maps API

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Secrets Manager Reader Gem

Ruby gem wrapping AWS Secrets Manager for Rails-idiomatic credential retrieval. Centralises secret management across microservices with zero boilerplate.

Ruby AWS Secrets Manager DevOps

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Skills

AI / ML

Python
AWS Bedrock
LLM Integration
RAG Pipelines
pgvector
Groq · Ollama
RAGAS · LLM Evaluation
Prompt Engineering
OCR / AWS Textract

Backend

Ruby on Rails
Microservices
REST APIs
PostgreSQL · MySQL · MariaDB · MongoDB
Redis · Elasticsearch
WebSockets
Sidekiq

Infrastructure

AWS (S3 · EC2 · RDS · Lambda · CloudFront · Route 53 · IAM)
DigitalOcean · Heroku
Docker
Jenkins · CI/CD
Cloudflare
Git / GitHub

Testing & Monitoring

RSpec · FactoryBot
New Relic
AWS CloudWatch
React · Angular
JavaScript · jQuery

Experience

2020 — now

Senior Software Engineer · AI Systems

Atos

Built a production AI invoice reconciliation pipeline processing thousands of documents monthly at ~94% accuracy. Delivered backend systems for enterprise clients including FedEx and American Express.

Python · Ruby on Rails · AWS Bedrock · Textract · S3 · Lambda

2019 — 2020

Senior Backend Engineer

Punchh (PAX Technology)

Built loyalty, rewards, and offers infrastructure for restaurant chains used by millions of customers daily.

Ruby on Rails · PostgreSQL · Redis · Sidekiq · AWS

2015 — 2019

Backend Engineer

Neosoft Technologies

Built a fitness marketplace with live booking and Stripe payments, a secure video learning platform for enterprise teams, and an employee engagement tool with live Q&A and gamification.

Rails · React · Angular · PostgreSQL · MongoDB · Elasticsearch · Docker · AWS

2012 — 2015

Software Engineer

Affimintus Technologies

Built a sports betting platform with survival pools, trivia, and daily fantasy features — achieving 20% uplift in user engagement. Worked across financial, logistics, and CRM domains with a focus on real-time performance.

Ruby on Rails · React · PostgreSQL · Redis · WebSockets · Docker · AWS

Certifications

2021

AWS Certified Solutions Architect

Amazon Web Services · Associate

Verified credential via Credly.

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