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1. Advanced-Deep-Learning-for-Sentiment-Analysis Advanced-Deep-Learning-for-Sentiment-Analysis Public

   Created an all-encompassing NLP project for sentiment analysis using vectorization methods and various models including SVM, RNN, and transformers like DistilBERT and Roberta

   Jupyter Notebook

2. Book-Recommender-System Book-Recommender-System Public

   The goal of this project was build recommender systems using K-means and ALS based on the average ratings. It recommends similar books, recommends author based on a book title, recommends high rate…

   Jupyter Notebook

3. CNN-as-Malaria-Parasite-Detection-D-detectron CNN-as-Malaria-Parasite-Detection-D-detectron Public

   Using deep neural network build a model to detect malaria parasite in thin-blood smear images

   Jupyter Notebook

4. Demand-Forecasting-using-LightGBM Demand-Forecasting-using-LightGBM Public

   This repository replicates my work as a Sr Data Scientist at CVS to forecast demand for promotional items and optimize inventory processes by replacing a legacy system with a machine learning-based…

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5. ML-Model-Optimization ML-Model-Optimization Public

   Evaluate several classification algorithms and pick the best & the worst ones based on accuracy. And, to explore techniques and best practices for fine-tuning and optimizing machine learning models

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6. Price-Demand-Relationship-and-Seasonality-effect Price-Demand-Relationship-and-Seasonality-effect Public

   Applying K-Means Clustering Analysis in Retail Industry to Explore Descriptive Price-Demand Relationship and Seasonality effect

   Jupyter Notebook