Summary
Overview
Work History
Education
Skills
Certification
Timeline
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Manoj Kumar Koduru

AI/ML Engineer
Hyderabad

Summary

Dynamic AI/ML Engineer with over 9 years of experience in cloud computing, DevOps, and MLOps, specializing in the development of scalable machine learning systems and the optimization of CI/CD pipelines for production-grade AI deployments. Currently contributing expertise at Tech Mahindra by bridging the gap between advanced machine learning models and robust cloud-native solutions. Proficient in leveraging GCP, Azure, Kubernetes, Terraform, and Generative AI frameworks to drive innovation and efficiency in AI initiatives. Committed to delivering high-quality results that enhance operational performance and support strategic business objectives.

Overview

10
10
years of professional experience
4
4
Certifications

Work History

AI/ML Engineer

Tech Mahindra
05.2024 - Current
  • Orchestrated establishment of AI/ML systems for healthcare innovations, employing Generative AI and RAG
  • Developed and executed complete ML pipelines integrating CI/CD for streamlined model training, testing, and production launch.
  • Automated infrastructure with Terraform, Helm, and Kubernetes for scalable ML workloads.
  • Implemented monitoring and logging for ML models using Prometheus, Grafana, and Cloud Ops Agent.
  • Implemented Generative AI and RAG solutions leveraging LangChain, Hugging Face, and ChromaDB.
  • Integrated FastAPI-based ML microservices with NGINX and Apigee for secure API delivery.
  • Optimized model lifecycle using MLflow and Vertex AI for tracking, deployment, and retraining.
  • Leveraged cloud-based computing resources for cost-effective model training and evaluation at scale.
  • Optimized data processing pipelines for efficient handling of large datasets, resulting in reduced training time.

Lead DevOps Engineer

UST Global
01.2023 - 12.2023
  • Designed, developed, and maintained CI/CD pipelines for critical banking applications.
  • Automated deployment and configuration using Terraform and Azure Kubernetes Service.
  • Managed AKS clusters ensuring performance, reliability, and security.
  • Leveraged Docker containers for packaging application components.
  • Built Kubernetes-based backup and disaster recovery solution, reducing recovery time by 50%.

DevOps Engineer

Cognizant
01.2018 - 01.2023
  • Designed CI/CD pipelines and automated Kubernetes deployments using Terraform.
  • Managed Azure AD Single Sign-On and Azure Virtual Machines.

Network Engineer

Accenture
01.2016 - 01.2018
  • Managed Windows servers, Active Directory, DNS, DHCP, and Exchange.
  • Performed OS migrations and applied patches & hotfixes.
  • Provided remote administration and SQL server backup/restore.
  • Automated recurring tasks using PowerShell and batch commands.

Education

Bachelor of Technology (B.Tech) - Electrical Electronics & Engineering

Sri Venkateshwara Institute of Technology (JNTU Anantapur)
01.2016

Skills

MLOps & AI: MLflow, Kubeflow, Airflow, Vertex AI, Azure ML, SageMaker, Hugging Face, LangChain, Generative AI, RAG, ChromaDB, Pinecone

Certification

Azure Fundamentals (AZ-900)

Timeline

AI/ML Engineer

Tech Mahindra
05.2024 - Current

Lead DevOps Engineer

UST Global
01.2023 - 12.2023

DevOps Engineer

Cognizant
01.2018 - 01.2023

Network Engineer

Accenture
01.2016 - 01.2018

Bachelor of Technology (B.Tech) - Electrical Electronics & Engineering

Sri Venkateshwara Institute of Technology (JNTU Anantapur)

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Manoj Kumar KoduruAI/ML Engineer