Hello, I'm

Ranjith

Kumar

A Software Developer & AI Enthusiast.
I learn, develop, and optimize AI models for real-world applications. Currently building intelligent systems at the intersection of research and application.

View Projects Publications

Final Year B.Tech CSE

Driven by curiosity,
fueled by coffee.

I'm a passionate developer currently in my final year of B.Tech in Computer Science at Kumaraguru College of Technology. I specialize in leveraging Artificial Intelligence and Machine Learning to solve real-world problems.

My experience spans frameworks like PyTorch and tools such as Transformers and LangChain. Recently honored with the Best Process Excellence Award for my final year project on an Intelligent Healthcare Assistant.

Active in AI Research

🏆

Best Process Award

KCT '25

My Journey

2021 - 2025

B.E in Computer Science

Kumaraguru College of Technology

Specialized in Artificial Intelligence and Machine Learning. Completed final year project on Intelligent Healthcare Assistant.

Oct 2024 - Dec 2024

AI Intern Trainee

Infosys Springboard

Designed and implemented a system for detecting fraudulent signature verifications using:

Edge Detection
Contour Analysis
Pixel-Based Matching

2025

Inter-University Competition

3rd Place

Achieved third place in Remote Sensing using ML competition for geospatial data processing.

Featured Projects

Innovations at the intersection of AI, Healthcare, and Computer Vision

Python Custom LLM Computer Vision

Healthcare Assistant

A comprehensive AI solution featuring an interactive prescription chatbot, computer vision for document extraction, and voice-enabled disease prediction.

View on GitHub

CNN DataFlow

Remote Sensing

Award-winning satellite-based remote sensing project using ML for geospatial data processing. Achieved 3rd place in inter-university competition.

Data Engineering ANN

Student Performance

Analyzed student performance patterns using the Open University Learning Analytics Dataset (OULAD). Implemented ANN models to predict academic outcomes.

Publications

IEEE Conference ICAECA 2025

Medical Assistance System Using Large Language Model and Medical Data Management

A multi-module system addressing healthcare personal record keeping and communication. Features prescription information extraction, fine-tuned LLM with retrieval capabilities for medical queries, and voice interaction technology.

LLM Fine-tuning Information Retrieval Voice Interface

View on IEEE Xplore DOI: 10.1109/ICAECA63854.2025.11012384

Python

PyTorch

TensorFlow

Scikit-learn

Docker

Git

LangChain

HuggingFace

Core Toolkit • Core Toolkit •

My technical arsenal for building intelligent, scalable AI solutions.

Ranjith Kumar

Driven by curiosity,fueled by coffee.