Wipro Work Experience

Professional Contributions

Performed feature selection on 150+ features using XGBoost and Cancelout, increasing the true positives by ~4%.
Automated capturing logs from Huawei MLOps platform.
Implemented early stop on Deep and Cross Network-based models, increasing the true positives by ~6%.
Automated data preprocessing using Dataiku for Citibank, reducing the load by ~45%.

Identified the importance of 150+ features using manual and ensemble-based feature selection methods for Huawei Client.
Implemented early stop and performed hyper-parameter tuning manually for advertisement types, observing significant improvement on real-time data for Huawei Client.
Played a major role in automating KPI capture from logs, addition/removal of features using Python scripts for Huawei Client.
Performed data cleaning and preprocessing of customer and beneficiary databases using the Dataiku platform for Citi Bank Client.

Huawei Technologies
Optimizing a deep leanring model for Cost Per Click/Impression Prediction
Oil and Gas Company
Automated preprocessing workflows in Dataiku, reducing data preparation time and improving data quality.

Recognized as ‘Outstanding Contributor’ in February 2022 by the client (Huawei).
Completed RapidMiner Machine Learning Professional Certification.
Completed RapidMiner Machine Learning Master Certification.
Completed ML Practitioner Certification by Dataiku.
Completed Core Designer Certification by Dataiku.
Completed Advanced Designer Certification by Dataiku.