Hi, I'm Gunjan Joshi
👋 I'm a Master's Student at Texas A & M Exploring the World of Data Science & Software Engineering. During my academic journey, I've been diving deep into both the theoretical and practical sides of technology. Through hands-on projects, I've complemented my classroom learning, gaining insights and skills that go beyond textbooks.
Selected Techincal Projects
DriveAlert
Developed a deep learning model with 96% accuracy to classify driver behaviors in videos using TensorFlow, Python, and AWS technologies.
Source CodePneumonia Detection
A deep learning model capable of detecting signs of pneumonia in pediatric chest X-Ray images. Utilized the PneumoniaMNIST dataset, achieving a test AUC of 0.9205, thus potentially aiding early diagnosis.
Source CodeHarvestHero
Machine learning model assisting farmers in decision-making with 84% accuracy.
Source CodeStay or Stray
A predictive model for HR analytics, aiming to understand employee retention with high accuracy.
Source CodeSafePost:Suicial Text Detection
This project focuses on detecting suicidal posts on Reddit using advanced NLP techniques. The key idea is to develop predictive models to identify posts containing suicidal ideation and to provide early intervention. Additionally, a mental health chatbot was developed to offer therapeutic guidance.
Source Code
