Aryan Pardamwar

Applied advanced machine learning, statistical analysis, and data visualization techniques across five distinct projects to generate valuable business insights and drive data-informed decision-making.

• Developed a Drowsiness Detection Model utilizing AI/ML to monitor alertness, projected to significantly reduce accidents and enhance safety in vehicle and workplace environments by proactive alerting.
• Engineered an Emotion Detection model leveraging vocal feature analysis (tone, pitch, speed, rhythm) to interpret emotional states, enhancing applications in customer service and mental health assessment.
• Implemented an Attendance System Model incorporating voice-based emotion detection, aiming to improve human-computer interaction and streamline attendance tracking processes.
• Pioneered an Age and Emotion Detection system for movie theatres using AI and computer vision, enabling real-time audience reaction analysis and demographic insights to inform strategic content and marketing decisions.
• Conducted a Deep Face Project, applying advanced facial recognition and analysis techniques to extract insights from visual data, demonstrating proficiency in cutting-edge AI applications.

Leveraged Python, Power BI, and SQL to analyze complex datasets, deliver actionable insights, and optimize business performance through impactful visualizations and data-driven recommendations.

• Optimized predictive model accuracy for Heart Disease Analysis by fine-tuning Random Forest parameters, significantly reducing diagnostic time and associated costs.
• Developed and implemented a Power BI-driven sales analysis dashboard, providing actionable insights for sales strategy optimization and contributing to enhanced regional and category-specific sales performance.
• Executed end-to-end data analysis projects, encompassing data cleaning, statistical analysis, and machine learning, utilizing MySQL, Python, Power BI, and Excel.
• Translated complex data findings into clear, impactful visualizations and recommendations, directly supporting business objectives and effective decision-making.