▪ Developing, testing, and maintaining a Big Data solution on AWS.▪ Automating Data integration from various sources (Salesforce, S3) using AWS Services (AWS Lambda, AWS S3, AWS Transfer Family).▪ Writing ETL scripts on AWS Glue to ensure automated data ingestion and transformation from S3 to Redshift data warehouse. (S3, AWS Glue, Lambda, Redshift)▪ Running crawlers to retrieve data schemas (AWS Glue).▪ Analyzing and transforming data with PySpark, Glue transforms, and SQL on… Show more ▪ Developing, testing, and maintaining a Big Data solution on AWS.▪ Automating Data integration from various sources (Salesforce, S3) using AWS Services (AWS Lambda, AWS S3, AWS Transfer Family).▪ Writing ETL scripts on AWS Glue to ensure automated data ingestion and transformation from S3 to Redshift data warehouse. (S3, AWS Glue, Lambda, Redshift)▪ Running crawlers to retrieve data schemas (AWS Glue).▪ Analyzing and transforming data with PySpark, Glue transforms, and SQL on AWS Glue.▪ Working Closely with the visualization team to analyze the dashboards and ensure that the KPIs are correct.▪ Developing and deploying machine learning models with Amazon SageMaker.▪ Working closely with the visualization team to analyze dashboards and ensure that KPIs are accurate. Show less

▪ Analysing, processing, and getting insights from datasets using various python librariesfor machine learning (pandas, matplotlib,etc.), and SQL▪ Implement an unsupervised machine learning models K-means, DBSCAN,etc. to analyzeand identify the typical "DrugA" patient prototype per healthcare professional (HCP).▪ Implement a predictive model using machine learning algorithms to identify patients whoare likely to take longer to start treatment from enrollment.

Create a crawler to gather Arabic comments from YouTube using the YouTube Data API.Translate collected data into French and apply preprocessing techniques to it. Segmentation,Tokenization,Lemmatization).Using a pre-trained model to detect depression on collected comments.Create a scraper to extract information from Snapchat accounts using beautiful soup

The design and implementation of a human resources management ERP(MEAN STACK)