Summary
Overview
Work History
Education
Skills
Profile Summary
Locationpreference
Personal Information
Languages
Key Result Areas
Websites
Certification
Timeline
Generic

DINESH YEDLA

Hyderabad

Summary

Decisive and strategic professional with a strong track record in managing project operations. Excels in finding pragmatic solutions and resolving issues. Seeking opportunities in MLOps, DevOps, and Infrastructure Management for mutual growth.

Overview

12
12
years of professional experience
1
1
Certification

Work History

Infra Dev Specialist

Cognizant Technology Services India Pvt. Ltd.
Hyderabad
05.2020 - Current
  • Participating in the detailed technical design, development, and implementation of machine learning applications using existing and emerging technology platforms
  • Facilitating machine learning architectural design, developing and reviewing model and application code, and ensuring high availability and performance of machine learning applications
  • Rich experience designing and building data-intensive solutions using distributed computing
  • Building, scaling and optimizing ML systems
  • Managing code deployments, fixes, updates and related processes
  • Spearheading the development & implementation of procedures for system troubleshooting and maintenance
  • Extending assistance to the other department engineers in creating practical demonstrations of proposed solutions
  • Taking part in requirement gathering JAD sessions and supporting documentation where applicable (business, functional, UI, usability, data, compliance, data migration, NFR, 3rd party tools & products)
  • Documenting and reviewing the design / blueprint / specifications of the solution.

Specialist

Mobily Infotech India Pvt. Ltd.
Bangalore
07.2018 - 05.2020
  • Implemented IAAC and created pipelines for Machine Learning projects in AWS, Azure, pipelines and creating resources such as Azure ML Workspace, Application Insights, Container registry, and Storage Account
  • Developed models, with a strong focus on software development practices such as DevOps, CI/CD/CT, and the right AI infrastructure for scaling the solution
  • Gained experience in Atlassian Software DevOps Tools Jira, Confluence, Bitbucket, Bamboo and Implemented CI/CD pipelines and automated building and testing of software source code
  • Conferred with the Best Employee Award in Mobily Infotech in 2019 for implementing a DevOps project and showcasing excellent performance in the same
  • Capabilities in solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks
  • Implemented DevOps best practices, Infrastructure as Code and utilized DevOps tools for CI/CD process.

Software Developer

Optra Group of Companies
Pune
06.2017 - 06.2018
  • Implemented ML Algorithms and Facilitated automation of the entire CI/CD/CT MLOps pipeline including app performance, monitoring, infrastructure settings and configurations
  • Developed and maintained scalable MLOps frameworks to support client-specific models
  • Deployed the model using Jenkins and maintained them in Nexus repositories
  • Maintained the code in Github Repositories
  • Implemented the pipeline
  • Utilized Groovy/Python to implement the pipeline
  • Used Gunicorn and Flask, the model was deployed to an on-premises server and made available as a Rest API
  • Worked with data engineers and data scientists on feature development in order to containerize and build out the deployment pipelines for new modules.

Software Developer

Deloitte
Hyderabad
11.2013 - 06.2017
  • Developed and maintained scalable MLOps frameworks to support client-specific models
  • Deployed the model using Jenkins and maintained them in Nexus repositories
  • Maintained the code in Github Repositories
  • Implemented the pipeline
  • Utilized Groovy/Python to implement the pipeline
  • Used Gunicorn and Flask, the model was deployed to an on-premises server and made available as a Rest API
  • Worked with data engineers and data scientists on feature development in order to containerize and build out the deployment pipelines for new modules.

System Engineer

Persistent
Hyderabad
11.2012 - 10.2013
  • Effectuated Mobily Development Operations end-to-end application
  • Added new users and groups related to Mobily ALM Jira projects
  • Assessed requirements and prepared the project workflows
  • Developed custom workflows and screens
  • Created custom field configuration, custom permission schemes, and notification schemes for the Jira project
  • Developed Script Fields for Defects SLA configuration and custom groovy scripts in Jira for effective reporting
  • Implemented Automated Issue Tracking for DevOps using Jira and Jenkins
  • Performed CI/CD activities with Jira, Confluence, Bitbucket, GIT and Bamboo/Jenkins
  • Utilized Jira REST API’S, Plugins and extracted data for reporting and analytics purposes
  • Facilitated Project management, Defects, Release and Test management; provided solutions for business users
  • Troubleshot issues, restarted, and ensured that the system is functioning properly.

Education

M.Tech. in Electronics and Communications -

Sri Vasavi Engineering College
01.2012

Skills

  • Machine Learning Operations
  • Development Operations
  • DevOps/MLOps - Build and Release
  • CI/CD/CT Setup & Process
  • Data Management
  • Infrastructure Management
  • Application Lifecycle Management
  • Release Management & Automation
  • Azure
  • GitHub
  • Python
  • Jenkins
  • Docker
  • Ansible
  • Kubernetes
  • Nexus
  • Groovy
  • Bamboo
  • Bitbucket
  • Confluence
  • Jira

Profile Summary

  • Result-oriented professional with good Software Experience in Cloud DevOps and MLOps automation process, Build & Release Management, Containerization, Micro-Services, Infrastructure Management andSoftware Development.
  • Developed models, with a strong focus on software development practices such as DevOps, CI/CD/CT, and the right AI infrastructure for scaling the solution.
  • Capabilities in solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks.
  • Good in Machine Learning Systems & Frameworks (model training, model inference, feature pipelines, continuous training, model monitoring, APIs).
  • Expertise in deploying and orchestrating machine learning solutions at scale, in production environment.
  • Experience with micro service architectures, distributed systems, serving models in production environment, big data and analytics systems.
  • Gained experience in Atlassian Software DevOps Tools Jira, Confluence, Bitbucket, Bamboo and Implemented CI/CD pipelines and automated building and testing of software source code.
  • An effective communicator with excellent relationship management skills and strong analytical, problem-solving & organizational capabilities.

Locationpreference

  • Hyderabad

Personal Information

Date of Birth: 02/06/86

Languages

  • English
  • Telugu
  • Hindi

Key Result Areas

  • Participating in the detailed technical design, development, and implementation of machine learning Operations using existing and emerging technology platforms
  • Building, scaling and optimizing Cloud MLOps & DevOps systems
  • Rich experience designing and building data-intensive solutions using distributed computing
  • Managing code deployments, fixes, updates and related processes
  • Spearheading the development & implementation of procedures for system troubleshooting and maintenance
  • Extending assistance to the other department engineers in creating practical demonstrations of proposed solutions
  • Taking part in requirement gathering JAD sessions and supporting documentation where applicable (business, functional, UI, usability, data, compliance, data migration, NFR, 3rd party tools & products)
  • Documenting and reviewing the design / blueprint / specifications of the solution

Certification

  • Certified in Python Masters Exam
  • Certified on Microsoft Azure DevOps AZ-400
  • Certified Workshop on Dockers & Kubernetes
  • Certified Workshop on Kafka & Zookeeper

Timeline

Infra Dev Specialist

Cognizant Technology Services India Pvt. Ltd.
05.2020 - Current

Specialist

Mobily Infotech India Pvt. Ltd.
07.2018 - 05.2020

Software Developer

Optra Group of Companies
06.2017 - 06.2018

Software Developer

Deloitte
11.2013 - 06.2017

System Engineer

Persistent
11.2012 - 10.2013

M.Tech. in Electronics and Communications -

Sri Vasavi Engineering College

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DINESH YEDLA