Singapore
An analytical individual with a keen attention to detail and a passion for understanding complex data. I am experienced in utilizing various analytical tools and techniques to extract insights and drive business decisions. Always eager to take on new challenges and find solutions to problems through data-driven approaches. Let's connect!
- Product owner - High volume data/yield analysis
• Spearheaded research and development on precursor compound screening of Chemical Vapor Deposition processes using data driven approaches. • Orchestrated database development by developing machine learning algorithms with Natural Language Processing techniques such as Named Entity Recognition and Keyword Extraction. • Formulated scripts, parsers, and taggers with Python to process raw data into datasets, streamlining the training of neural network models and processing of raw data.
• Championed new experiments to predict the tendency of coagulation in products with a successful prediction accuracy of 85%, leading to an increase in product reliability. • Operated Spray Dryer process pilot plant and troubleshooted process upsets. • Analysed process trends and generated solutions, optimising process conditions, minimising defects and resulting in an improved overall product yield of at least 15%.