Pranshul Dobriyal

Currently leading the development of an Operator Presence and Activity Analytics dashboard using advanced object detection and hand landmark detection models.

• Developed and implemented an Operator Presence and Activity Analytics dashboard, utilizing advanced object detection and hand landmark detection models to deliver real-time insights for activity monitoring.

Collaborated on AI research for psychology, contributing to the full machine learning pipeline from data preparation to model evaluation.

• Collaborated with Dr. Aroldo Dargel on cutting-edge AI research, applying machine learning techniques to advance psychological studies.
• Managed critical stages of the machine learning pipeline, encompassing data cleaning, engineering, model development, training, and robust evaluation, ensuring research integrity and performance.

Fostered a supportive learning environment and evaluated student performance to improve academic outcomes for university students.

• Co-created and maintained a consistent and supportive learning environment for students, enhancing educational experiences and promoting academic success.
• Assessed student performance via laboratory assessments, tracked progress, and adapted instructional strategies, contributing to improved student outcomes and comprehension.

Supported the Research and Development team in prototype development and implemented machine learning applications to solve business challenges.

• Provided key support to the Research and Development team, accelerating the development of innovative prototypes and contributing to project timelines.
• Designed and implemented targeted machine learning applications, effectively addressing specific business challenges and enhancing operational efficiency.
• Proactively explored and integrated emerging machine learning technologies to enhance application capabilities and meet evolving client requirements.

Engineered a novel consent-based mechanism to prevent non-consensual image sharing using facial verification and advanced cryptographic techniques.

Created a tool to perform Neural Architecture Search using Ant Colony Optimization and Genetic Algorithms.

Developed a tool to compare the performance of various transformer architectures for language modelling tasks.