• Collaborated with front-end engineers to develop interactive dashboards for efficient data visualization and exploration, reducing analysis time.
• Utilized OpenCV, Streamlit, and EasyOCR to develop a robust algorithm for chip number extraction and validation decreasing user error.
• Designed and implemented a Streamlit-based Microscope Evaluation App, minimizing user errors and decreasing experiment turnaround time.
• Built a Slack-integrated Experiment Assignment App in Streamlit, automating workflows and reducing administrative workload by.
• Designed and executed R&D experiments to optimize decoding procedures, leading to an increase in throughput.
• Streamlined the onboarding process for new research associates by developing comprehensive training programs and mentoring on laboratory and software practices.
• Operated automated imaging and fluidics systems to identify oligonucleotide sequences on individual microarray chips.