Python DevOps Engineer: AI/ML Grad with AWS & CI/CD

K.PAVAN VENKATA KUMAR

Mobile: +91-738******* Email: ***************@*****.***

PROFILE SUMMARY

Aspiring Python Developer and DevOps Enthusiast with hands-on experience in software development and automation. Skilled in Python, scripting, and RESTful APIs, with a passion for building scalable solutions. Eager to apply technical and analytical skills to innovative DevOps projects, while continuously learning and delivering high-quality results. EDUCATION

Seshadri Rao Gudlavalleru Engineering College 2021 – 2025 Bachelor of Technology in Artificial Intelligence and Machine Learning CGPA: 7.39/10.0 EXPERIENCE

SmartInternz May 2024 – June 2024

Generative AI Intern Virtual Mode

• Developed and implemented a Generative AI project using Recurrent Neural Networks (RNNs) to generate poetry based on trained datasets, showcasing creativity and AI-driven content generation.

• Utilized Python, TensorFlow, and NLP techniques for text preprocessing, model training, and evaluation, achieving high- quality and context-aware outputs.

• Designed and documented the “Poetry Generation using RNN” project, covering objectives, methodology, results, and conclusions as part of SmartInternz internship requirements. PROJECTS

Sign Language Recognition

• Led a 4-member team to develop SignSense, an ML model predicting hand gestures from live video input.

• Used a video dataset for training and achieved accurate real-time gesture recognition.

• MediaPipe is used to detect hand and DTW algorithm compares the gesture with dataset’s gesture. AWS Infrastructure Setup using Terraform

• Provisioned and managed AWS EC2 and IAM resources using Terraform.

• Automated cloud infrastructure deployment using Infrastructure as Code (IaC) practices.

• Designed and deployed reliable, version-controlled, and repeatable infrastructure using declarative HCL.

• Applied Terraform commands (init, plan, apply) to execute cloud infrastructure provisioning. Automated Web Application Deployment using Jenkins, Ansible, and Apache

• Built a CI/CD pipeline using Jenkins and Ansible for automated deployment.

• Deployed a static website to Apache on an AWS EC2 (Ubuntu, Debian, Amazon Linux, Windows) instance.

• Managed Ansible playbooks and source code in GitHub to ensure version control and integration. TECHNICAL AND SOFT SKILLS

• Languages and Databases: Python, JavaScript, SQL, FastAPI.

• Front-End Technologies: HTML5, CSS3, React (Basic).

• Cloud Platforms: AWS (EC2, Lamda, IAM).

• Automation and CI/CD Tools: Terraform, Ansible, Jenkins.

• Containers and Orchestration: Docker, Kubernetes, ECS, ECR.

• Back-End Technologies: MySQL, MongoDB.

• Soft Skills: Effective Communication, Teamwork, Time Management, Problem-Solving, Adaptability. CERTIFICATIONS

• Certified in Introduction to Industry 4.0 and Industrial Internet of Things – NPTEL.

• Aws DevOps – Cloud Vision Technologies.

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