G.R. Devamalyaa

About

Computer Science and Engineering student specializing in Artificial Intelligence and Machine Learning, with hands-on experience in Python-based ML projects, RAG systems, and deep learning. Interested in building data-driven solutions using modern AI tools and software engineering practices.

Education

• Bachelor of Engineering (B.E.)
  Rajalakshmi Institute of Technology
  Computer Science and Engineering (Artificial Intelligence & Machine Learning) · 2024 – 2028

Skills

• SQL
• C
• Data Structures
• Deep Learning
• Python
• Machine Learning
• Prompt Engineering
• Data Science
• Java
• Matplotlib
• NumPy
• Pandas
• scikit-learn
• TensorFlow
• Keras
• LangChain
• Natural Language Processing
• Convolutional Neural Networks
• Google Gemini Api
• Sentence Transformers
• Faiss
• Oop
• Conda

Projects

• Smart Agriculture ML
  Python, Scikit-learn, Pandas, Matplotlib

  Developed a machine learning system to predict crop yield using environmental and agricultural parameters, compared regression models, and applied K-Means clustering to identify agricultural productivity zones.

• MNIST Handwritten Digit Classification using DNN and CNN
  Python, TensorFlow, Keras

  Built and compared DNN and CNN architectures for handwritten digit recognition on the MNIST dataset, achieving approximately 99.0% validation accuracy with CNN and 98.0% with DNN.

• Medical RAG Assistant
  Python, LangChain, FAISS, Gemini API, Sentence Transformers

  Built a Retrieval-Augmented Generation system to answer queries from medical research papers using natural language. Processed a 6-page medical research document into 30 semantic chunks and integrated Google Gemini 2.5 Flash for evidence-based responses.

Courses & certifications

• Machine Learning & Data Science Workshop · IIT Bombay Techfest · 2025
• Web3Meets AI Bootcamp · GirlScript Foundation
• Ethical Hacking & Cyber Security Workshop · Techobytes Technologies
• Mastering Generative & Agentic AI Workshop · EDC IIT Delhi & Techobytes Technologies
• Basics of C Programming · Simplilearn
• Data Science · Simplilearn
• Introduction to Ethical Hacking · Great Learning
• Advanced Remote Sensing · IIRS, ISRO
• Artificial Intelligence for All · Infosys Springboard

🏆 Achievements & awards

• Winner - TechQuest (Technical Quiz) · 2026

  IEEE WIE TechConnect 2026, Rajalakshmi Institute of Technology

• Third Place - IQ League

  TechSpark Club, Rajalakshmi Institute of Technology

⚽ Extracurricular activities

• Student Innovation Ambassador

  Represented at GITEX Global & GITEX North Star, Dubai (2025).

• Participant

  UTHM Inbound Mobility Programme, Faculty of Computer Science and Information Technology (FSKTM), Malaysia.