Hello, I'm

Dr. Rakeshnag Dasari

Transforming cloud infrastructure with 13+ years of expertise in MLOps, DevSecOps, and AI-driven automation across Azure, AWS, and GCP.

13+

Years Experience

Ph.D.

Computer Science

20+

Publications

About Me

I am a Sr. DevSecOps / MLOps Engineer with over 13 years of experience specializing in MLOps, cloud automation, and secure infrastructure on Azure, AWS, and GCP.

Holding a Ph.D. in Computer Science and Engineering, I focus on building scalable machine learning operations pipelines integrated with observability-driven AI to enhance system intelligence and reliability.

My expertise spans across multiple domains including DevSecOps, MLOps, Cloud Architecture, Site Reliability Engineering, and AI/ML Engineering. I specialize in creating robust, secure, and scalable solutions that bridge the gap between development, operations, and security.

Academic Excellence

Ph.D. in AI-Driven Cloud Security Solutions

Industry Leadership

Led ML Engineering teams and enterprise-scale deployments

Security First

Expert in DevSecOps, SAST, DAST, and cloud security

Areas of Expertise

DevOps & Cloud Engineering

DevOps Engineer, DevSecOps Engineer, GitOps, Cloud Architect, GCP Engineer, SRE

  • CI/CD Pipeline Design & Implementation
  • Infrastructure as Code (Terraform, ARM Templates)
  • Multi-cloud Architecture (AWS, Azure, GCP)
  • Container Orchestration (Kubernetes, Docker)

MLOps & AI Engineering

MLOps, LLMOps, AIOps, ML Engineer, AI Engineer, Databricks Engineer

  • ML Pipeline Development & Deployment
  • Model Training, Validation & Monitoring
  • AWS SageMaker, Azure AI Studio, Vertex AI
  • Deep Learning (PyTorch, Keras, TensorFlow)

Security & Compliance

Cloud Security, Security Engineer, SecOps Engineer, DevSecOps

  • SAST, DAST, IAST Security Testing
  • OWASP Security Standards
  • Container Security (JFrog X-Ray)
  • IAM, VPC, Encryption & Access Controls

Observability & Monitoring

APM Engineer, Observability Engineer, Dynatrace Specialist, SRE

  • Application Performance Monitoring
  • Dynatrace, New Relic, AppDynamics
  • Splunk, Stackdriver, OCI
  • Incident Management & Alerting

Automation & Development

Automation Engineer, Python Developer, AWS Lambda Developer

  • Python, Java, C#, Shell Scripting
  • Serverless Computing (Lambda, Cloud Functions)
  • Event-Driven Architecture (Kafka, Pub/Sub)
  • API Development & Integration

GTM & Revenue Operations

GTM Engineer, RevOps, SalesOps, Agentic AI, Clay

  • Go-to-Market Strategy Automation
  • Revenue Operations Optimization
  • AI-Driven Sales Intelligence
  • Data Pipeline Integration

Skills & Technologies

Cloud Platforms

AWS Azure GCP AWS SageMaker Azure AI Studio Vertex AI GKE GCS

DevOps & CI/CD

Jenkins GitLab CI Azure DevOps GitHub Actions ArgoCD Terraform Ansible ARM Templates

Containers & Orchestration

Kubernetes Docker OpenShift Rancher Helm

ML/AI Frameworks

PyTorch Keras TensorFlow scikit-learn FaceNet MTCNN Databricks

Security Tools

SonarQube Fortify ZAP (DAST) JFrog X-Ray HCL AppScan Black Duck HashiCorp Vault OWASP

Monitoring & Observability

Dynatrace New Relic AppDynamics Splunk Stackdriver OCI Nagios

Programming Languages

Python Java C# Shell Scripting PowerShell Groovy

Data & Messaging

Kafka Apache Nifi Cloud Pub/Sub Dataflow Cloud Dataprep

Middleware & Servers

JBoss Apache Tomcat IIS WebLogic Oracle IDM OIC

Tools & Platforms

Git Jira Confluence Artifactory ServiceNow Power BI

Professional Experience

April 2023 - Present

Sr. DevSecOps Lead / AIOps Engineer

State of New Jersey

New Jersey, USA

Key Achievements:
  • Designed and implemented DevOps security policies, resulting in a 50% reduction in security incidents and a 30% increase in compliance with industry standards
  • Developed and maintained DevOps automation scripts, reducing manual effort by 40% and improving pipeline reliability by 25%
  • Collaborated with cross-functional teams to design and implement DevOps CI/CD processes, resulting in a 60% reduction in deployment time and a 20% increase in successful deployments
  • Orchestrated the implementation of a centralized agent pool for developer pipelines, resulting in standardized deployments with embedded Policy as Code practices
Responsibilities:
  • Developed and deployed a policy framework in alignment with governance requirements, encompassing tags, security measures, baselines, financial controls, and Terraform IaC best practices
  • Implemented Google/Oracle Kubernetes Engine (GKE/OKE) for container orchestration
  • Managed OCI Key Vault for secure storage and lifecycle management of credentials, certificates, and sensitive assets
  • Developed and maintained secure, automated CI/CD pipelines using Buildkite, integrating static and dynamic security testing
  • Managed Oracle application deployments with FlexDeploy, implementing role-based access controls and approval workflows
  • Designed and implemented monitoring and alerting solutions using Prometheus and Grafana
  • Enhanced DevSecOps maturity by embedding vulnerability scanning, credential management, and cloud security features
Technologies:
Azure DevOps Azure AI Studio Oracle Cloud GCP Kubernetes Docker Terraform Prometheus Grafana Jenkins ML Flow AWS Control Tower HCL Scan App
June 2015 - April 2023

DevSecOps Architect

GenITech Software Solutions, South Africa

Clients: First Rand National Bank, Vodafone, WesBank

MLOps & AI Engineering:
  • Developed and implemented end-to-end machine learning pipelines, including data ingestion, pre-processing, feature engineering, model training, and deployment in production environments
  • Implemented Fraud and Revenue Control Management to identify frauds during customer acquisition and subscription
  • Worked on face_recognition, MTCNN, FaceNet Neural Network models
  • Led the team of ML Engineers, Data Engineers and Python Backend developers
  • Deployed Image and document classification models into production
  • Implemented Stream processing, Batch processing and automated the dataflow
  • Designed the data flow end to end from data capture to insights delivery
Cloud & Infrastructure:
  • Designed and maintained secure GCP architectures, leveraging IAM and VPC configurations
  • Utilized Google Cloud Functions and Cloud Pub/Sub for serverless computing and event-driven applications
  • Automated deployments and infrastructure as code (IaC) with Deployment Manager and Terraform on GCP
  • Monitored and analyzed performance using Stackdriver and set up alerts for proactive issue resolution
  • Executed data migrations and transformations with Google Dataflow and Cloud Dataprep
  • Implemented event driven architecture using Kafka and built data pipelines using Nifi
Security & Compliance:
  • Implemented OWASP SonarQube, OWASP Dependency-Check security testing and reporting
  • Used Fortify for SCA and SAST, ZAP for DAST, X-Ray for container scanning, HCL Appscan for IAST
  • Managed and developed Jenkins aspects including groovy scripts for configuration management
  • Performed static analysis application testing using HP Fortify and dynamic testing using AppScan
Operations & Monitoring:
  • Led OCI "solution packs" for operational troubleshooting (VMWare, FC Switches, Storage Admins)
  • Worked on OCI / Service Now integration for CMDB gaps and incident management
  • Configured Cloud Monitoring using OCI to monitor AWS and Azure cloud resources
  • Configured, tested, and deployed firmware updates for DOCSIS-based cable modems and RDK-based gateways
Technologies:
AWS SageMaker Azure AI Studio Vertex AI Kubernetes Docker Terraform Kafka Nifi PyTorch Keras Jenkins JFrog X-Ray SonarQube New Relic AppDynamics
June 2013 - May 2015

Sr. Cloud DevOps Engineer

In2IT Technologies, South Africa

Client: WesBank

Responsibilities:
  • Implemented DevOps pipelines with Security models (OWASP) on CentOS server and incorporating security into VSTS/Azure applications
  • Worked with Azure Key Vault to integrate the output via emails using SendGrid application on Azure
  • Worked on ARM Templates based on XML and JSON, PowerShell and Database Packages scripts for creating resource groups
  • Used Swagger as a Unique Identification service for API operations (GET, POST, PATCH)
  • Deployed code on web application servers like IIS, WebLogic, Apache Tomcat, JBOSS
  • Built microservices in Azure using API gateway and troubleshooting
  • Created Health Check Pipelines for all CI/CD pipelines to identify pipeline issues
  • Used Kubernetes to configure nodes and manage cluster configurations
  • Executed workflow templates deploying Terraform and YAML scripts on target servers
  • Deployed and managed J2EE JBoss Applications, installed, configured, and performed tuning
  • Implemented content management using Oracle WebCenter & ImageNow
  • Integrated JIRA with Confluence and Jenkins CI server for real-time issue tracking
  • Configured Nagios to monitor EC2 Linux instances with Ansible automation
  • Integrated HP Fortify tool with Jenkins in agile development process for SAST
Technologies:
Azure Terraform Kubernetes Docker Jenkins Python Apache Tomcat JBoss IIS Artifactory Power BI JIRA Nagios
August 2012 - June 2013

Sr. DevOps Engineer

Verizon India Pvt Ltd

India

August 2011 - August 2012

Middleware DevOps Engineer

Labcorp

India

Research & Publications

Education

Ph.D. in Computer Science and Engineering

Acharya Nagarjuna University

2025

AI-Driven Cloud Security Solutions

M.Tech in Computer Science and Engineering

Acharya Nagarjuna University

2011

Distinction - University 2nd Topper

B.Tech in Electrical and Electronics

Acharya Nagarjuna University

2008

Distinction

Certifications

Google Certified: Professional Machine Learning Engineer

Google

2025

AWS Certified: AWS AI Practitioner

Amazon

2025

Microsoft Certified: Azure AI Engineer Associate

Microsoft

2025

Certified Kubernetes Administration (CKA)

Linux Foundation

2023

Azure Security Engineering Associate

Microsoft

2021

Oracle Cloud Certified Implementation Specialist (IAAS)

Oracle

2017

The Open Group – TOGAF 9

The Open Group

2017

Microsoft Specialist - Implementing Microsoft Azure Infrastructure Solutions

Microsoft

2017

Microsoft Certified Professional

Microsoft

2017

AWS Certified: Solutions Architect - Associate Level

Amazon

2017

ITIL Foundation Certificate in IT Service Management

AXELOS

2014

Oracle Certified Associate, Oracle WebLogic 11g System Administrator

Oracle University

2012

Publications & Research

View My Complete Research Profile

Explore my publications, citations, and ongoing research in AI-Driven Cloud Security, MLOps, and Software Reliability Engineering on Google Scholar.

View Google Scholar Profile →

Get In Touch

I'm always open to discussing new opportunities, collaborations, or innovative projects in DevSecOps, MLOps, and Cloud Engineering. Feel free to reach out!