My role focused on developing laser-induced defect TiO₂ photoanodes for applications in solar energy conversion, organic pollutant oxidation (breaking down harmful chemicals), and wastewater sensing. Key objectives included achieving uniform defect engineering, preventing photoanode degradation, and ensuring reliable fabrication for industrial adoption. Using root cause analysis with cyclic voltammetry (CV) and electrochemical impedance spectroscopy (EIS), I identified and mitigated degradation mechanisms in TiO₂, enabling stable performance. I optimized spray-coating deposition parameters (e.g., material composition, pressure, and surface treatment) to control film quality, nanosecond-pulsed TiO₂ for Ti³⁺/oxygen vacancies, and femtosecond-pulsed TiO₂ for surface-localized Ti³⁺/oxygen vacancies. Batch-to-batch variability was addressed through Python-driven data analysis, which correlated process inputs with material properties. Standardized protocols were then developed to ensure reproducibility across academic and industrial settings.