Mitra Kaviani Email & Phone Number

Toronto, Ontario, Canada

Toronto, Ontario, Canada

United States

Kitchener, Ontario, Canada

· Developed a method utilizing Artificial Neural Networks (ANNs) to determine suitable sites for small hydropower projects.· Applied AI technologies for optimizing wind energy potentials.· Utilized AI systems to monitor biodiversity and analyze animal population trends influenced by climate change.· Conducted comprehensive reviews on small hydropower.

Toronto, Ontario, Canada

• Analyzed and mined database data to drive product development, marketing approaches, and company strategy optimization and improvement.
• Examined the efficacy and precision of new data sources and data collection procedures.
• Developed custom data models and machine learning algorithms to apply to data sets.
• Assisted organizational stakeholders in identifying opportunities by leveraging company data to drive business solutions.
• Collaborated with engineering and product development teams to implement models and monitor outcomes.

• Implemented and adopted Twitter texting mining, Natural Language Processing (NLP), and topic modelling and LDA techniques to build keyword/keyphrase extraction, pre-processing Twitter data model and analyze experiment.
• Collaborated on establishing a new data governance program and metadata management system for the University of Guelph research data platform.
• Performed research on national and global digital agriculture initiatives, centers, and projects.
• Customized a machine learning algorithm for forecasting food outbreak epidemics in Canada, achieving an impressive 87% accuracy rate, contributing to proactive planning and public health responses.
• Published two chapters in high-class journals focusing on the "Need for Data Standardization in the Food Supply Chain" and "Machine Learning Applications in Food Supply Chain," demonstrating a commitment to advancing.
• Streamlined data-driven decision-making by utilizing advanced SQL for ETL processes on complex datasets & diverse sources.

Kitchener, Ontario, Canada

• Boosted operational efficiency by 10% by leveraging SQL for data analysis and identifying business trends.
• Developed data-driven solutions that streamlined administrative processes, resulting in a 20% increase in productivity and employee satisfaction.
• Enhanced decision-making processes by 15% through collaboration with cross-functional teams to ensure accurate data reporting and presentation.

Guelph, ON

• Conducted a comprehensive evaluation of 76 similarity measures for name matching, optimizing the selection process and significantly enhancing the accuracy of matching algorithms.
• Leveraged both supervised and unsupervised machine learning methodologies on large-scale datasets encompassing over 50 million personal names, driving significant advancements in data processing efficiency and.

Guelph, ON

• Assumed responsibility as a Teaching Assistant for a Database course, guiding and supporting the academic growth of over 100 students.
• Leveraged my advanced critical thinking and problem-solving skills to assist students with SQL programming assignments, enhancing their comprehension of core concepts.
• Cultivated independent problem-solving abilities among students by guiding them in evaluating various solution trade-offs and facilitating self-sufficiency in code debugging.

Guelph, Ontario, Canada

• Conducted thorough genomic analysis of soybean data, successfully extracting information on over 13,000 genes and 50,000 paralogs, contributing to the knowledge base of soybean genomics.
• Played a key role in managing research documentation, ensuring accurate record-keeping and efficient data retrieval.
• Assisted in analyzing experimental results and research data, contributing to the interpretation and understanding of complex genetic interactions.

Canada

• Guided and supported the academic progress of 75 students in the Algorithm Analysis and Design course.
• Applied problem-solving skills to facilitate understanding core concepts through C programming assignments.
• Devised and implemented lab assignments in line with course material, fostering a practical understanding of theoretical concepts.
• Delivered pre-lab tutorials, enhancing students' readiness and performance during lab assignments.
• Managed grading of assignments, midterms, and final exams, ensuring a fair and accurate assessment of student performance.
• Provided personalized assistance during office hours, troubleshooting programming assignments and fostering an active learning environment.

Canada

• Facilitated academic success for 80+ students in the Discrete Mathematics course through effective communication and support.
• Provided constructive feedback and guidance, enhancing student engagement and learning outcomes.
• Took responsibility for grading tests, quizzes, midterms, and final exams, maintaining consistent and accurate assessments.
• Offered personalized academic advice during office hours, ensuring students' continued success and understanding of the course.

Master Of Computer Science, Gpa (A)

• Areas of Focus: Name similarity measures, Data analyzing, Data visualization and Machine learning in Python and R. Under Advisor: Dr..

Master Of Computer Software Engineering, Gpa (A+)

• Areas of Focus: Optimization algorithms and Evolutionary algorithms such as Genetic Algorithm, Simulated Annealing, Particle Swarm.