Stanley Tran
Manager Analytics, Insights and Artificial Intelligence @TD
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WORK HISTORY
Manager Analytics, Insights and Artificial Intelligence @TD
Montreal, QC, CA
Pricing Analytics - TechOps and Optimization• Advance technological operations and drive innovation within the team• Optimize technology solutions and enhance operational efficiency, including leveraging Azure services where appropriate• Implement solutions to streamline workflows and improve productivity, utilizing suitable automation tools, which may include Azure automation capabilities• Evaluate and adopt cutting-edge tools and technologies that enhance operational efficiency, including exploring Azure tools and services for model use cases• Explore new ideas in technology solutions for model development and deployment and provide guidance, support and recommendations to leverage technology• Migrate and optimize Machine Learning Dashboards, hosting in Databricks, and explore ways to make publishing dashboards efficient when running data stored in Databricks • Leading an initiative to explore and implement Generative AI use cases that drive business growth and innovation• Built ML Loss Cost Dashboard integrated with chatbot and text-to-sql component
EDUCATION
Marianopolis College
College Diploma, Pure and Applied Science
Collège Notre-Dame
High School Diploma
McGill University
Bachelor of Engineering (B.Eng.), Civil Engineering and Applied Mechanics
McGill University School of Continuing Studies
Professional Development Certificate, Data Science and Machine Learning
McGill University School of Continuing Studies
Professional Development Certificate, Applied Artificial Intelligence
Université de Montréal
Bachelor of Science (B.Sc.), Mathematics and Statistics - Actuarial Science
McGill University School of Continuing Studies
Professional Development Certificate, Cloud Computing
McGill University School of Continuing Studies
Professional Development Certificate, Front End Web Development
ABOUT STANLEY TRAN
A polymath and hybrid professional in the fields of actuarial science, engineering, and data science, with an unwavering passion for science, engineering, business, and technology. I thrive on embracing innovative approaches and exploring new horizons of thinking. Aspiring to become a data science unicorn. KNOWLEDGE AND EXPERTISE • Extensive experience in pension and retirement benefits, P&C insurance, systems development, automation, actuarial pricing and underwriting, business forecasting, customer insights and analytics, ETL development, HR/people analytics, and big data analysis, supported by a solid engineering background.• Proficient in actuarial science, computer science, business intelligence, cloud computing, network security, data structures, web development, data analytics and visualization, forecasting analytics, predictive modeling, big data, machine learning, deep learning/neural networks, time series analysis, recommender systems, natural language processing (NLP), traditional AI, generative AI and Agile/Scrum project management. COMPUTER SKILLS AND KNOWLEDGE • Tools and platforms: ALM tools, Anaconda, Alteryx, BitBucket/Git, Cloudera, Confluence, DBeaver, Docker, Google Cloud Platform (GCP), Guidewire, Hadoop (Hive, Impala), Jira, Jupyter Notebook/Lab, Kubernetes, Lotus Notes, Microsoft Azure (Azure ML, Databricks, Synapse), Microsoft Office (Word, Excel, PowerPoint), Posit/Posit Connect, PyCharm, Tableau, Terraform, Visual Studio Code. • Programming languages: HTML5, CSS, JavaScript, jQuery, Python/PySpark, R, React, SAS, Scala, Shiny, SQL, TypeScript, VBA. KEY SKILLS • Highly motivated individual with a positive attitude. • Strong analytical and problem-solving skills, coupled with a growth mindset. • Proactive and resourceful, adept at delivering impactful presentations and fostering exceptional interpersonal communication. • Collaborative team player, adept in team building, coordination, cross-functional collaboration, and leadership. • Ingenious, creative, dynamic, flexible, adaptable, and driven by a solution-oriented mindset. • Efficient, organized, and open-minded, always eager to take on new tasks and responsibilities. • Committed to constant learning and improvement, actively seeking opportunities to expand skill sets cross-functionally.GitHub: https://github.com/virtualspark/ Personality Test: with me on LinkedIn:
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