Repositories
pradyten/Resume_ML
pradyten/Portfolio
pradyten/folio-takehome
Take-home exercise: a minimal PHP/SQLite document-sharing app to extend with scheduled publishing, readable IDs, and search.
pradyten/Policy-Intake-Tool
pradyten/deep-learning-experiments
Experimental deep learning projects: Reinforcement learning for Atari games and Reddit social media analytics with sentiment analysis
pradyten/pradyten
My GitHub profile README
pradyten/lawyer.com_assignment
pradyten/Linkedin_Post_Generator
pradyten/hive-pradyumn
understanding codebase to find issues and make insightful changes
pradyten/pdf-extractor
pdf-extractor
pradyten/environmental-data-projects
Environmental data science projects focusing on water quality analysis, lake turbidity forecasting, and geospatial patterns using NDTI/NDWI indices for Indian lakes
pradyten/ml-classification-projects
Diverse collection of machine learning projects covering classification, regression, NLP, time series, and deep learning across various domains (WiFi localization, text analysis, environmental data).
pradyten/web-scraping-projects
Collection of web scraping projects for Amazon product reviews. Data collection automation using BeautifulSoup, Requests, and Pandas for sentiment analysis and market research.
pradyten/data-visualization-analysis
Exploratory data analysis with advanced visualizations
pradyten/regression-diagnostics-ml
Regression analysis with comprehensive diagnostics
pradyten/statistical-ml-analysis
Statistical machine learning with hypothesis testing
pradyten/sensor-data-classification-dl
Deep learning for sensor data classification
pradyten/emotion-classification-lstm
Bidirectional LSTM for emotion classification
pradyten/facial-emotion-recognition-v3
Enhanced facial emotion recognition with CNN-BiLSTM
pradyten/emotion-detection-deep-learning
Facial expression recognition using CNN-BiLSTM
pradyten/time-series-regression-xgboost
Time series forecasting with XGBoost and ensemble methods
pradyten/lake-turbidity-analysis
Koradi Lake turbidity analysis using NDTI data
pradyten/bangalore-water-quality-ml
Water quality prediction for Bangalore lakes using ensemble ML
pradyten/lake-turbidity-forecasting-ensemble
Bangalore lake water quality forecasting using ensemble ML and attention mechanisms
pradyten/nlp-sentiment-analysis
Sentiment classification on product reviews using NLP and deep learning. Text preprocessing, word embeddings with Gensim, and neural networks for sentiment analysis.
pradyten/heart-attack-prediction-ml
Cardiovascular disease risk prediction using ensemble ML. XGBoost and Random Forest with feature importance analysis for healthcare analytics and preventive medicine.
pradyten/facial-expression-recognition-cnn-bilstm
Emotion detection from facial images using hybrid CNN-BiLSTM architecture. Computer vision project with class imbalance handling for multi-class emotion classification.
pradyten/human-activity-recognition-lstm
Human activity classification from smartphone sensor data using LSTM neural networks. Deep learning for time series classification on accelerometer and gyroscope data.
pradyten/water-quality-forecasting-ml
Forecasting lake water turbidity (NDTI) using ensemble ML and deep learning. XGBoost, CatBoost, LSTM with attention mechanisms for environmental monitoring.