Shreyas Banagar

Summary

Software Engineering professional with over 2.5 years of experience in developing, automating, and managing cloud infrastructure solutions. Proficient in Python and AWS, with hands-on experience in CI/CD, automation tools, and monitoring solutions. Passionate about Machine Learning, Generative AI, and Data Science, with certifications in these domains.

Education

BITS Pilani Goa
B.E. Electrical and Electronics + M.Sc. Mathematics (2016–2021)

Relevant Coursework: Data Structures, Algorithms, OOP, Microprocessors, Statistical Inference, Optimization, Game Theory, Linear Algebra, etc.

Experience

DevOps Engineer, Zycus Infotech Pvt. Ltd.
Sep 2021 – Feb 2024, Mumbai, India

• Developed Python/Shell scripts for automated deployment and scaling containers.
• Implemented REST APIs and CI/CD workflows using GoCD, Jenkins, and ArgoCD.
• Used AWS services like Lambda, S3, IAM, SSM for automation.
• Worked with Docker, Kubernetes, Ansible, Terraform.

Software Development Intern, RXIL
Aug 2020 – Jul 2021, Mumbai, India

• Full-stack development with HTML, CSS, React, Node.js.
• Migrated corporate website to Oracle Cloud Infrastructure.

Projects

• Generative AI PDF Info Extractor – Chat with PDFs using Google Gemini + Langchain
• Generative AI SQL Query Generator – Natural language to SQL using Streamlit
• Generative AI YouTube Video Summarizer – Summarize videos using Google Gemini
• Automation for GoCD Server Restarts – AWS Lambda + API Gateway automation
• Web Scraper for Course Content – Python + Selenium to extract and store data in SQL
• SpaceX Rocket Landing Predictor – ML pipeline for prediction using EDA + models

Technical Skills

• Languages: Python, Java, HTML, CSS, React, Node.js, Shell
• Cloud: AWS, VMware
• DevOps Tools: Git, Jenkins, GoCD, ArgoCD, Ansible, Terraform
• AI/ML: Google Gemini, Langchain, scikit-learn, pandas, numpy
• Databases: SQL, MongoDB, VectorDB
• Containerization: Docker, Kubernetes

Certifications

• IBM Data Science Professional Certificate – 2023
• Machine Learning by Stanford University – Coursera, 2022
• Deeplearning.ai – Coursera
• Network Management – Nettech Pvt. Ltd., 2019
• Linux Shell Scripting – Udemy

📄 Download Resume (PDF)