- One Platform for Clustering, LLM Serving, and RAG DeploymentBy Ravutla Goutham Ravi Kumar
Building AI applications today often means stitching together multiple tools — one platform for model training, another for LLM access, a separate vector database for retrieval, and custom infrastructure to connect everything.
In this webinar, we’ll show how QuickML simplifies the entire AI development lifecycle by bringing classical machine learning and generative AI together in one unified platform.
Through live demos, we’ll walk you through how to build and deploy a customer segmentation model using clustering, serve and test Large Language Models (LLMs) through dedicated APIs, and create Retrieval-Augmented Generation (RAG) applications powered by a managed knowledge base.
Whether you're exploring unsupervised machine learning, integrating generative AI into your applications, or building production-grade AI systems, this session will give you a practical walkthrough of how to do it with QuickML.
What You’ll Learn
- Building Customer Segmentation with Clustering
- Deploying and Serving Large Language Models
- Implementing Retrieval-Augmented Generation (RAG)
- Evaluating AI Models Effectively
- Combining ML and Generative AI in Real Applications
- Understanding QuickML’s Unified AI Architecture
By Ravutla Goutham Ravi KumarAssociate Product Manager, Catalyst QuickML - Automating HR–Payroll Workflows with Event-driven ArchiterctureBy Kyle Ferrara
When HR and payroll operate in silos, even small delays can create compliance risks, employee dissatisfaction, and administrative overhead.
In fast-growing businesses, HR teams need to onboard employees, manage records, and trigger payroll updates without manual intervention or data duplication. Yet traditional approaches often rely on disconnected systems, manual exports, and repetitive coordination between teams.
In this session, Kyle Ferra, CEO of Zynchronise, shares how his team built Zimple, an app that bridges HR and payroll systems through event-driven automation. Instead of manual syncing and fragile integrations, Zimple uses a unified automation layer on Catalyst to trigger payroll workflows automatically whenever HR data changes. Through real-world use cases, system architecture insights, and a live demo, you’ll learn how modern teams eliminate manual HR–Payroll synchronization and automate operational workflows.
What You’ll Learn
- Why HR–Payroll Sync Breaks at Scale
A leadership-level understanding of hidden operational costs of disconnected systems.
- Event-Driven HR Workflows
How HR updates can trigger payroll processing.
- Building Secure & Compliant Data Flow
How to maintain compliant, structured data exchanges between systems.
- Reducing Manual Dependencies
How to eliminate repetitive exports, spreadsheet reconciliations, and cross-team coordination.
- Operational Efficiency
Reducing turnaround time, minimizing errors, and improving employee experience.
By Kyle FerraraGroup Chief Technology Officer | Both& - Why HR–Payroll Sync Breaks at Scale
