Praveen Kumar Ravichandran

Successfully designed and implemented a data migration process from Teradata to Google BigQuery - Using Dataflow, DataProc and Airflow.

· Impact Analysis, ETL Scripts extraction and transformation from TeraData to BQ, Performance Tuning and Query Optimization.

Predicting the characteristic values of financial instruments to decide whether to include/exclude instruments from Portfolios using Classification ML models. Regression models for performance prediction.

• Implemented and Evaluated Machine learning algorithms for finding best matched financial instruments for Clients requirements.
• Hands on in Linear Regression, Logistic Regression, Decision Tress, Support Vector Classifiers
• Random Forest, Boosting and Bagging.
• NLP and Deep Learning
• Evaluation of models done using Gradient Descent, Cross Validation, Confusion Matrix, and Accuracy scores.
• Extensive usage of Python libraries Numpy, Pandas, SKLearn, Seaborn .
• Utilized data visualization tools to effectively communicate insights.

• Developed or customized packages and procedures using Oracle 11g to meet functional business requirements of Emirates airline.
• Designed Emirates Airway Bill currently used by Airlines for Cargo transport.

• Designed complex reports in Crystal Reports XI for petroleum whole sale product ASCEND
• Created and enhanced Views, Triggers, stored procedure, Functions and Packages in Oracle 10g