Ranjith Kumar

Aspiring ML/AI Specialist

I learn, develop, and optimize AI models for mobile use.

About Me

I am a passionate developer dedicated to leveraging Artificial Intelligence and Machine Learning to solve real-world challenges. As a final-year Computer Science student at Kumaraguru College of Technology, I focus on creating innovative solutions that combine advanced technology with thoughtful design.

With a strong foundation in machine learning frameworks like PyTorch and experience in tools like LangChain and Transformers, I thrive at the intersection of design and development. My goal is to deliver solutions that are innovative, reliable, and accessible to all.

Projects

Intelligent Healthcare Assistant

A comprehensive AI solution designed to assist healthcare professionals and patients:

  • Chatbot Module: Interactive Q&A based on patient prescriptions
  • Computer Vision Module: Extracts and interprets prescription details
  • Voice-Enabled Module: Disease prediction assistance

Analysis of Tree Patterns

Conducted an in-depth study using satellite-based remote sensing data. Achieved third place in an inter-university competition for geospatial data processing.

OULAD Student Performance

Analyzed student performance patterns using the Open University Learning Analytics Dataset. Implemented machine learning models to predict outcomes.

Experience

AI Intern Trainee

Infosys Springboard (October 2024 – Present)

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

  • Edge Detection
  • Contour Analysis
  • Pixel-Based Matching

Research Papers

Optimizing Neural Networks for Mobile Devices

Published in XYZ Journal, 2023

Deep Learning for Satellite Image Classification

Presented at ABC Conference, 2024

Improving Accessibility Through AI Interfaces

Under Review, 2024

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