Manish R.

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Internal/Proprietary Tooling

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Finance

Tech

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Transcription

Freelancer Overview

I have experience working with AI and machine learning projects involving data preprocessing, annotation preparation, feature engineering, and model training. My work includes projects on predictive maintenance using the NASA PHM 2008 and Turbofan Engine Degradation datasets, where I cleaned and processed large datasets, generated training sequences, performed feature extraction, and trained deep learning models such as LSTMs with attention mechanisms. These projects required a strong focus on data quality, consistency, and accurate labeling of target variables to ensure reliable model performance.

Education

Work History