At Upflairs Pvt. Ltd., I developed end-to-end machine learning models using Scikit-learn and TensorFlow, including data preprocessing and feature engineering. I improved model performance with hyperparameter tuning and cross-validation.
At ONLIE Technologies, I cleaned real-world datasets and conducted exploratory data analysis using Python. I also developed predictive analytics solutions and collaborated with mentors on project documentation.
I built IntelliLung, a chest disease detection system using TensorFlow, Keras, and MobileNetV2. I deployed it as a Flask web app for real-time prediction and applied transfer learning and data augmentation.
I also designed and trained a CNN to detect pneumonia from X-ray imagery, using image preprocessing and evaluating metrics such as confusion matrices and precision-recall. My projects include price prediction tools, an image classifier, an ATM banking system, and a BMI prediction web app.
