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Ranjeet SinghRS

Ranjeet Singh

Senior Backend Engineer | AI Automation Consultant

€480/day
Munich, DE
8-15 years

Average response time: 1 hour

About Ranjeet

Senior Backend Engineer & AI Automation Consultant with 14+ years of experience building scalable distributed systems and integrating AI into production workflows. Based in Munich, Germany.


I help companies automate manual processes using AI — from LLM-powered customer support agents to intelligent data pipelines that replace hours of manual work. I combine deep backend engineering expertise (Golang, Kubernetes, AWS) with hands-on AI/ML integration to deliver automation solutions that actually work at scale.


What I offer:

— AI Automation Consulting: LLM integration, RAG pipelines, AI agents, workflow automation

— Backend Engineering: Golang microservices, event-driven architecture, high-throughput APIs

— Infrastructure & DevOps: Kubernetes, Terraform, AWS/GCP, CI/CD pipelines


Key highlights:

— Built Golang voucher management service handling 10M+ EUR at Flix/Gelato on AWS EKS

— Developed AI-powered customer query resolution agent using LLM integration and RAG pipelines

— Built an AI job application tool that automates 90% of form-filling — saving hundreds of hours

— Migrated legacy monolith to Kafka-based event-driven microservices at Sixt

— Implemented 3D Secure payment flows and high-volume APIs across mobility platforms


Tech stack: Golang, Python, Kubernetes, Docker, AWS (EKS, EC2, RDS, DynamoDB), Terraform, Kafka, PostgreSQL, LangChain, OpenAI API, React, TypeScript


Available for long-term freelance contracts, project-based work, and AI automation consulting engagements. Remote or hybrid from Munich.
  • English

    Native or bilingual

  • Hindi

    Native or bilingual

  • German

    Basic

Can work on-site
Munich (up to 50km)

Experience

  • Flix–
    Senior Software Engineer
    January 2024 - Today (2 years and 5 months)
    Munich, Germany
    • • Designed and built aVoucher Management Service in Golang handling more than €10M in vouchers with high reliability, deployed on AWS EKS with Kubernetes orchestration.
    • • Developed customercommunication platform using Python and Golang, includingautomated PDF ticket generation and multilingual notification systems via RESTAPIs.
    • • Implemented WhatsApp, SMS, and email notification pipelines for multi-countryoperations, leveragingAWS EC2 and RDS for infrastructure.
    • • Introduced secure MSAL-based Single Sign-On and built CI/CD pipelines using GitLab CI and ArgoCD forcontinuous deployment on Kubernetes.
    • • Built AI-powered agent forautomated customer query resolution using Python, LLM integration, and RESTAPI-driven RAG pipelines deployed on AWS EKS.
    • • Collaborated with globalteams across Germany, Australia, and Mexico to deliver international product rollouts using Golang microservices and Kubernetes.
    golang Kubernetes AWS Python Docker
  • Gelato
    Senior Software Engineer
    January 2022 - January 2024 (2 years)
    Munich, Germany
    • • Built Golang microservices and RESTAPIs supporting inventorysystems managing millions ofSKUs across globalvendors, deployed on Kubernetes clusters on AWS EKS.
    • • Designed product variant architecture using Golang supporting up to 120 combinations per item, backed by AWS RDS PostgreSQL and EC2 compute.
    • • Increased automated test coverage from 20% to 90% using Python test frameworks and integrated CI/CD pipelines with ArgoCD and Kubernetes deployments.
    • • Developed bulk XLS-based inventory update tools using Python and Golang, reducing operational overhead for inventory teams via REST API endpoints.
    • • Integrated AI-based product recommendation engine leveraging Python, vector search, and embedding models deployed on AWS EC2 with CI/CD automation.
    GO Python Apache Kafka PostgreSQL Docker
  • sixt
    Sixt SE – Software Development Engineer III
    DIGITAL AND IT
    January 2019 - January 2022 (3 years)
    Munich, Germany
    • • Developed scalable Golang microservices and REST APIs supporting payment processing and account services, deployed on Kubernetes via AWS EKS.
    • • Implemented 3D Secure payment flows and high-volume REST APIs used across mobility platforms, running on AWS EC2 with RDS-backed data stores.
    • • Built invoice generation service in Golang handling complex multi-country VAT calculations, with CI/CD pipelines for automated deployment on Kubernetes.
    • • Migrated legacy monolith systems to Kafka-based event-driven Golang microservices architecture on AWS EKS, using Python scripts for data migration and CI/CD automation.

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Education

  • Bachelor of Science
    Hindu College, University of Delhi
    Bachelor of Science
  • CS50 – Introduction to Computer Science
    HarvardX
    CS50 – Introduction to Computer Science

Skill set

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