Karthik Kumar — BI & Analytics Specialist

Up Skilling

Active learning programmes I am working through right now — outside of work hours. These are not passive courses — they are hands-on builds, exam preparations, and real implementations.


🤖 Agentic AI Journey

Building autonomous AI agents that can reason, plan, and execute multi-step analytics workflows — without human intervention at each step.

├── Agentic AI Development
│   ├── AI Agent Creation with Python
│   ├── Large Language Models (LLMs)
│   └── Model Context Protocol (MCP)
│
├── Automation & Integration
│   ├── n8n — Workflow Automation
│   └── AI-Powered Analytics Workflows
│
└── AI Models & APIs
    ├── OpenAI API Integration
    └── Ollama — Local/Offline Models

🐍 Python for Analytics & Automation

Deepening Python skills specifically for data analytics automation, API integration, and AI agent development.

├── Core Skills
│   ├── AI Agent Creation
│   ├── API Integration
│   └── Automation Scripts
│
├── Frameworks & Tools
│   ├── LangChain / AutoGen
│   ├── OpenAI SDK
│   └── Ollama
│
└── Current Projects
    ├── Custom AI Agent Build
    ├── Workflow Automation Pipeline
    └── Local LLM Setup & Testing

🎓 ServiceNow CSA — Exam Preparation

Preparing for the Certified System Administrator exam — building on my existing CIS-DF certification to deepen platform expertise.

├── Platform Fundamentals
│   ├── Instance navigation & UI
│   ├── User administration
│   └── Security & access control
│
├── Data Management
│   ├── Tables & fields
│   ├── Import sets & data sources
│   └── Database administration
│
├── Workflow & Automation
│   ├── Flow Designer
│   ├── Business rules
│   └── Notifications
│
└── Service Management
    ├── Incident management
    ├── Service catalog
    └── Reporting & dashboards

💻 ServiceNow CAD — Exam Preparation

Preparing for the Certified Application Developer exam — focused on scripting, custom app development, and API integration within ServiceNow.

├── Application Development
│   ├── Application scoping
│   ├── Tables & data model design
│   └── Mobile app development
│
├── Scripting & Automation
│   ├── Server-side scripting (GlideRecord)
│   ├── Client-side scripting
│   └── Script includes & business rules
│
├── UI Development
│   ├── UI Pages & UI Macros
│   ├── Service Portal
│   └── Widgets & Angular
│
└── Integration & APIs
    ├── REST APIs
    ├── Web Services
    └── Integration Hub