Piyush Kumar

About Piyush Kumar

Piyush is a Data Science professional with 6 years and 5 months (10 months as a…

Experience

1. Data Scientist

   IBM

   May 2024 — Present · Bengaluru, IN

   IBM Research Skillet Framework: It\'s a plugin-based framework to develop Gen AI applications called skillet plugins. I deployed this framework under IBM Cybersecurity Services unit, using Jenkins CI/CD pipeline on RedHat OpenShift and then developed native and custom skillet plugins to summarize different-2 categories of cybersecurity threat Alerts data. That helps analysts to analyze the alerts faster.• IBM Gen BI Chatbot: Developed a Gen BI Chatbot using skillet framework, which understands and converts natural language queries into SQL queries, executes them, and shows results from the database. Finally, deployed it on OpenShift and connected it with Slack.• IBM AskCxo Chatbot: Deployed IBM AskCxo Chatbot on OpenShift and connected with it a custom Chat Web UI. This chatbot is capable of understanding queries related to Cybersecurity and generates summarized answers by looking at IBM Cybersecurity database.• IBM ATOM: ATOM (Autonomous Threat Operations Machine), An advanced version of IBM SkilletFramework. It’s an agentic AI system to enable autonomous threat detection by orchestrating multiple AI agents across full threat lifecycle. I contributed to it by developing Hash Reputation and TDI Rule Logic agents.• IBM Agent Weave: A POC project to showcase the Gen AI capabilities to automatically generate the fully deployable multi-framework Gen AI Agents Python code just through text prompts only. I contributed to it by developing agents code generation capability for MS Autogen Framework in this application.

Education

• Guru Ghasidas University

  Bachelor of Technology (B.Tech.)

  2014 — 2018