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1. Lead-Project Lead-Project Public

   Comprehensive project using ML models for classifying transactions. Includes data ingestion with 𝐊𝐀𝐅𝐊𝐀 (producer / consumer), 𝐒𝐓𝐑𝐄𝐀𝐌𝐋𝐈𝐓 dashboard and model management with 𝐌𝐋𝐅𝐋𝐎𝐖

   Python

2. Deep-Learning Deep-Learning Public

   Deep Learning project for classifying SMS. Includes EDA, data preprocessing, and two models: a Sequential model and an advanced BERT model using TensorFlow for NLP.

   Jupyter Notebook

3. Activity-Monitoring Activity-Monitoring Public

   LSTM-based RNNs for human activity recognition using time-series data. Compared performance with regression models. Implemented preprocessing techniques including normalization and feature extraction.

   Jupyter Notebook

4. Machine-Learning Machine-Learning Public

   Machine Learning Projects: This repo includes 3 projects using Logistic Regression, XGBoost, Random Forest, Linear Regression, Lasso, Ridge, and DBSCAN. It covers both supervised and unsupervised l…

   Jupyter Notebook

5. Build-Manage-a-Data-Infrastructure-Web-Scraping Build-Manage-a-Data-Infrastructure-Web-Scraping Public

   This project scrapes hotel and weather data to recommend destinations. Data collection, storage in an S3 data lake and ETL process.

   Jupyter Notebook

6. amazon_project amazon_project Public

   Global project for creating an architecture that ensures the lifecycle of an ML model, guaranteeing its operation, monitoring, and automation. Utilizing tools such as 𝑨𝑰𝑹𝑭𝑳𝑶𝑾, 𝑱𝑬𝑵𝑲𝑰𝑵𝑺, 𝑴𝑳𝑭𝑳𝑶𝑾, 𝑬𝑽𝑰𝑫…

   HTML