Ridam Jain
Development
Rajasthan, India
Skills
Data Science
About
Ridam Jain's skills align with IT R&D Professionals (Information and Communication Technology). Ridam also has skills associated with Financial Experts (Insurance and Finance). Ridam Jain has 5 years of work experience.
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Work Experience
Senior Software Engineer
Wipro Ltd
February 2022 - January 2024
- Achievements/Tasks AI driven Asset Health Care Solution to achieve top asset performance and reliability, utilizing Machine Learning or Deep Learning Models that provides early prediction to reduce failures and avoid unplanned maintenance/ plant shutdowns. The Model is trained initially on historical data, predicts the results for next one year data for validation model will be predicted with subsequent year unseen test data and if fine required will be applied K-means algorithm is used to find the clusters and the outlier score is calculated using CMGOS algorithm. If baseline approach does not achieve the acceptance criteria, AE-based approach is applied on the asset. The anomaly predicted by the model will be validated against validation data taken out from historical data. Anomaly feedback was collected and performance of model was monitored. The performance of the model is expected to match the historical performance of the model. After the model achieves an acceptable precision and recall criteria it has pushed to pre prod for live predictions
Senior System Engineer
Infosys ltd
December 2018 - June 2022
Education
Purdue University
September 2020 - September 2021
