Shravya HM

Shravya HM

AI Data Scientist
India
English

نبذة عني

Detail-oriented MCA student with hands-on experience in data collection, cleaning, and analysis using Excel, SQL, and Python. Skilled in identifying trends, preparing reports, and creating basic visualizations to support…

المشاريع

Mental Health Text Classifier – NLP-Based Stress Detection System

N/A · -
المدة : 06-Aug-2025 - 14-Oct-2025

Built and deployed a machine learning–driven NLP classifier to categorize Reddit posts into mental-health stress categories. Implemented text preprocessing, TF-IDF feature engineering, and supervisedclassification techniques to achieve 75% accuracy. Deployed via Flask for real-time predictions.Tech: Python, TF-IDF, n-grams, Bag-of-Words, XGBoost, scikit-learn, Flask, Render

Indian Borage Leaf Disease Detection

المدة : 10-Dec-2024 - 11-Dec-2024

Built a deep learning system to detect Indian Borage leaf diseases from images using transfer learning.Enabled early and accurate crop disease identification to reduce agricultural losses and improve yield.Tech: Python, TensorFlow, OpenCV, VGG16, ResNet50, EfficientNetB0

المهارات

لغة الاستعلامات الهيكلية (SQL) حل المشكلات تحليل الاتجاهات Market Research Reporting Power BI Python Pandas NumPy TensorFlow OpenCV VGG16 ResNet50 EfficientNetB0 TF-IDF n-grams Bag-of-Words XGBoost scikit-learn Flask Render PySpark Hadoop HDFS Google Colab
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