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…
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 data-driven decision-making. Strong attention to detail, effective communication skills, and keen interest in applying analytics in the education domain.
المشاريع
Mental Health Text Classifier – NLP-Based Stress Detection System
<p>Built and deployed a machine learning–driven NLP classifier to categorize Reddit posts into mental-</p><p>health stress categories. Implemented text preprocessing, TF-IDF feature engineering, and supervised</p><p>classification techniques to achieve 75% accuracy. Deployed via Flask for real-time predictions.</p><p>Tech: Python, TF-IDF, n-grams, Bag-of-Words, XGBoost, scikit-learn, Flask, Render</p>
Indian Borage Leaf Disease Detection
<p>Built a deep learning system to detect Indian Borage leaf diseases from images using transfer learning.</p><p>Enabled early and accurate crop disease identification to reduce agricultural losses and improve yield.</p><p>Tech: Python, TensorFlow, OpenCV, VGG16, ResNet50, EfficientNetB0</p>