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PremKumar Kora
PremKumar Kora
Data Scientist & AI Architect

Explore my Intellectual Portfolio, featuring published articles, groundbreaking patents, and authored books at the intersection of ​AI and innovation.

Publications 

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Specialized AI Intelligence — Vertical AI Agents
Make Your Model from the Base Foundation Model
Exploring Predictive, Prescriptive, and Generative AI
Prescriptive AI for Diabetes Management
Federated Learning Architecture for Healthcare
Leveraging Predictive AI, Prescriptive AI, and Generative AI for Chronic Heart Disease Management
Prescriptive AI and Its Role in Healthcare
AI Federated Learning : When to Use It, and Key Use Cases
Why and when to use Discriminative vs. Generative Models
Difference Between an ML Algorithm and an ML Model
Exploring Wearables: Types, Metrics, and How to Interpret Them
How Data Lineage Works and Key Tools for Implementation
Data Lineage: Understanding Its Role in Modern Data Management
SearchGPT
Bias and Variance Explained
Evaluating Machine Learning and Deep Learning Models
Fine-Tuning Foundational Models: A Guide to Customizing AI for Specific Needs
Machine learning technique — Transfer learning
Can you blend clinical and lifestyle data for a holistic approach?
Streaming Large Language Models
Prompt Engineering
Match — Case Python























AI :For the Decision Makers 

Author

Machine Learning with Python

Authoring - Release April 11

AI PRESCRIPTOR
​Patent

A Prescriptive Artificial Intelligence System for Monitoring Chronic Illness Patients. Please Enter Application Number:202441099501 to view the patent











AI:    For the Doctors​

Author

Data Visualization with Python

Authoring Release May 25

AI-Driven Prescriptive and Predictive System
​Patent

AI-Driven Prescriptive and Predictive System for Real-Time Medical Transcription, Diagnosis, and Prescription Generation Using Local and Base Transformer Models, Federated Learning, and Retrieval-Augmented Generation.Please Enter Application Number:202441100201 to view the patent

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