Available for Leadership Roles in UAE

Architecting the Future of
Agentic AI.

Principal Data Scientist & GenAI Engineer with 6+ years specializing in Multi-Agent Orchestration (LangGraph), RAG Systems, and Enterprise Cost Efficiency.

Download Resume View GitHub
$1M+
Cost Avoidance
(RAG Systems)
2
Patents
Filed
3
Books
Published
Premkumar Kora

Selected Achievements

Enterprise GenAI Platform

Engineered a Multi-Agent Orchestration system using MCP to unify 52 reporting systems into a single dashboard. Served 180+ stakeholders.

$340K Annual Savings
LangGraph MCP

Autonomous Claims Agent

Deployed an Agentic AI on AWS Bedrock (Claude/Llama) automating 80% of claims approvals. Reduced cycle time from 5.2 to 1.1 days.

$185K Savings
View Architecture →

Secure Enterprise RAG

Eliminated 100% of manual data capture for insurance policies using secure context embedding. Functioned as a Q&A tool for adjusters.

$1.0M Cost Avoidance
View Architecture →

Innovation & Intellectual Property

Patent (2024): Medical Transcription AI

AI-based medical transcription and prescription system.

Patent (2024): Wearables AI Solution

Prescriptive AI solution for chronic illness monitoring.

Author: AI for Decision Makers

Published 2024. Available on Amazon.com

Author: Machine Learning & Healthcare AI

Published 2025. Available on Amazon.in

Technical Arsenal

Autonomous Agents Retrieval-Augmented Generation (RAG) Large Language Models (LLM) Generative AI Vector DB Agentic AI AI PMP AI Governance AI Strategy

Education

  • Master Data Science, IIT Madras (2022)
  • MBA, Providence College, USA (2003)
  • AWS Certified AI Practitioner

Latest Publications

TAI
Towards AI

Elevating RAG from Novelty to Strategic Imperative
TAI
Towards AI

Knowledge Graphs: The Deterministic Engine for Enterprise AI
TAI
Towards AI

Data Governance & Retrieval-Layer Filtering
TAI
Towards AI

The Context Constraint: Mitigating Regulatory Risk
TAI
Towards AI

Enterprise RAG: Maximizing Commercial Ceiling
Medium

Managing Regulatory Risk in Enterprise AI
Medium

Understanding LLM Hallucinations & Regulatory Risk
Medium

Context Augmented Generation (CAG)

Open Source Contributions

LangGraph Cleaning & Segmentation

Advanced data preprocessing pipelines for Agentic workflows.

LangGraph Job Matcher

Autonomous agent for matching resumes to job descriptions.

LangGraph Pattas List

Specialized list processing agent implementations.

LangChain Examples

Comprehensive collection of LangChain patterns and prototypes.

Secure Enterprise RAG

The reference architecture for my $1M cost avoidance case study.

System Architecture: Healthcare Pre-Authorization

A system architecture for healthcare pre-authorizations.