Name: Streamline and Scale: DevOps for Effortless Deployment & Monitoring of ML Models
Start: 2023-06-30T12:00:00+05:30
End: 2023-06-30T13:00:00+05:30

Join us for an engaging 1-hour session as we delve into the world of DevOps and its critical role in enabling seamless deployment and monitoring of ML models. In this captivating presentation, you will explore the complete flow of ML-enabled systems, from initial deployment to ongoing monitoring, and uncover the transformative power of DevOps practices in this context.

In this captivating session, we will dig deeper into handling the complete flow of ML-enabled system using DevOps going from its deployment to its monitoring. This session will include the following sections:

1. What is DevOps and its need at all.
2. How it affects the complete integration and delivery flow?
3. How to setup pipeline for deployment and testing?
4. How to use softwares like datadog, prometheus etc, to monitor the deployed system?

Whether you are a data scientist, developer, or operations professional, this session will equip you with the knowledge and tools necessary to integrate DevOps practices into your ML workflows. Unlock the potential of seamless deployment and robust monitoring, and empower your organization to scale its ML initiatives with confidence.

Ajeet Singh Raina

Collabnix - DevOps | Cloud-Native | Agentic AI

Technology

Docker

Kubernetes

Cloud Native

DevOps

DevSecOps

Virtualization

Developer Evangelism

Software Engineering

Khushiyant Chauhan is an accomplished professional in the field of ML and automation, with a remarkable track record of achievements and contributions. Starting as a freelancer, Khushiyant quickly established a reputation for excellence, earning a 5-star rating on Fiverr. He then worked remotely with Wains in Spain, making significant contributions to the development of a Dockerized data collection system. Khushiyant's expertise also led him to the role of CTO at the startup "Sibilize," where he designed a recommendation system for residential plots.

Currently, Khushiyant serves as a Research Assistant under Dr. Swati Aggarwal, a Marie Curie Fellow, focusing on Neural Imaging, LSTM networks, and text-GANs. With a passion for open-source development, Khushiyant actively contributes to projects such as Zulip and Ivy, boasting an impressive contribution of over 1000 lines of code. Additionally, he has held leadership positions, including Tech Lead in IEEE, MSIT. Khushiyant's dedication to knowledge sharing led him to create and maintain an online community with over 175 members, where he imparts valuable lessons on DevOps, Remote Work, and Research. He also contributes to the open-source community as the maintainer of Keribium, an open-source organization.

Khushiyant's achievements extend beyond his professional roles. He emerged as a winner in SIH'22, Asia's largest hackathon organized by the Indian Government and AICTE, demonstrating his exceptional skills and problem-solving abilities. In the National Competition "CVZone," he secured an impressive 7th rank for developing an object tracking and detection system using YOLO-darknet. These accomplishments showcase his proficiency in ML and automation.

A seasoned speaker, Khushiyant regularly shares his expertise at Searcher's Way, captivating audiences with his insights on DevOps and Open Source. With a diverse background, extensive knowledge in ML and automation, and a wealth of speaking experience, Khushiyant Chauhan is well-equipped to deliver engaging and insightful presentations.

Khushiyant Chauhan

Streamline and Scale: DevOps for Effortless Deployment & Monitoring of ML Models

Online event

Share this event

Streamline and Scale: DevOps for Effortless Deployment & Monitoring of ML Models

Details