• Reviewed data privacy legislations (e.g.: GDPR, CCPA, PIPEDA) and code of conducts, best practices for farm data agreements (e.g.: EU code of conduct on agricultural data sharing by contractual agreement) and created a framework for privacy legislations.• Collected and analyzed farm data agreements by performing Natural Language Processing (NLP) to evaluate agreements based on readability, transparency, text feature analysis and content analysis.• Designed a semi-structured interview guide to interview farmers and capture their opinion on farm data protection and farm data license agreements.• Analyzed 140 privacy regulations around the world (keyword extraction, keyword analysis, topic modelling using NLP) to understand and identify strength and shortcomings in privacy regulations.• One of the organizers of the 1st International Conference on Digital Innovation in Agri-food. The conference created an inter- and trans‐disciplinary forum for researchers, agriculture and food experts, social scientists, technologists, computer scientists, engineers, policymakers, entrepreneurs, and philosophers to collaborate, exchange experiences, and discuss digital innovation ecosystem requirements in agri-food.

• Worked on understanding the food supply chain and its process flow for the traceability proof of concept.• Conducted stakeholder meetings to gather requirements and identify gaps.• Developed initial technical requirements and planned project phases using Gantt charts and Agile Development Methodology.• Utilized active communication skills to engage stakeholders.

Performed research on semantic-based approach to reduce the reading time of privacy policies: Built domain ontology for privacy policies and used Natural Language Processing to understand the content of policies and capture vocabulary to build the ontology. Evaluated the ontology using: competency questions, data driven approach, and user evaluation. Conducted user study session for user evaluation.

CIS*3260 Software design IVCIS*2910 Discrete Structures in Computing IICIS*1910 Discrete Structures in Computing ICIS*1500 Introduction to ProgrammingCIS*2520 Data Structures