About Me
Introduction
I’m Troy Mazerolle, an Analytics Consultant and Data Scientist with a deep passion for harnessing the power of data to solve complex business problems. With expertise spanning artificial intelligence, econometrics, and full-stack development, I bring a unique blend of technical proficiency, business acumen, and innovative thinking to every project I undertake. This website portfolio is a reflection of my journey and skill set, designed not only to showcase my technical abilities in building and developing web applications but also to highlight my extensive experience in analytics and data science. By creating this site, I aim to demonstrate both my capability to craft intuitive, user-centered solutions and my commitment to delivering high-quality results across a wide range of projects. Through this platform, I’m excited to present a portfolio of my work, illustrating how I combine cutting-edge technology with practical business insights to drive impactful, data-driven outcomes.
Education
My journey into analytics began with a strong academic foundation in Economics and Mathematics at the University of Waterloo, where I specialized in econometrics and developed a deep understanding of statistical modeling, quantitative analysis, and their applications in real-world economic scenarios. This program not only enhanced my analytical thinking but also instilled a data-driven approach to solving complex problems. My coursework covered diverse topics such as microeconomic theory, macroeconomic modeling, and advanced statistical techniques, all of which provided a solid framework for tackling dynamic business challenges. Building on this foundation, I pursued a graduate certificate in Artificial Intelligence and Machine Learning at Conestoga College, a decision driven by my passion for exploring cutting-edge technologies. With a grade average of 93%, I excelled in advanced topics like machine learning pipelines, deep learning architectures, and natural language processing. The program emphasized both theoretical and practical applications, allowing me to design and deploy robust AI solutions tailored to various business needs. I gained hands-on experience with neural network optimization, hyperparameter tuning, and model deployment across cloud and edge platforms, further refining my technical expertise. This blend of economic insight and AI proficiency uniquely positions me to address complex data challenges with innovative, impactful solutions.
Consulting Experience
My consulting experience is defined by a strong focus on delivering actionable business insights and solutions that align with client goals and strategic objectives. At Fusion Analytics, I worked closely with retail clients to analyze performance metrics, uncover market trends, and develop advanced market cannibalization models. These models helped clients refine their market strategies and optimize resource allocation, ultimately driving revenue growth and minimizing overlap. I also spearheaded the transformation of ad performance reporting by migrating from Excel-based workflows to R, automating data integration into Snowflake, and significantly improving reporting efficiency and accuracy. This shift not only enhanced operational productivity but also empowered stakeholders with more timely, data-driven insights to make informed decisions. At the SMART Centre, I extended my consulting expertise by collaborating with clients on deploying machine learning models for edge AI devices. I focused on understanding business requirements and aligning machine learning solutions with those needs, ensuring both technical feasibility and strategic impact. Through designing and automating advanced machine learning workflows, I helped clients leverage edge AI technology to gain real-time insights and enhance operational efficiency. My role also involved translating complex technical findings into clear, actionable reports, bridging the gap between technical teams and business stakeholders. In both positions, my ability to engage with clients, understand their challenges, and deliver tailored solutions has been a key factor in building lasting relationships and achieving impactful business outcomes. This diverse experience has sharpened my skills in business analysis, client consulting, and aligning technology with business strategies to solve complex challenges.
Technical Experience
My technical experience is grounded in a broad range of advanced skills across data analysis, full-stack development, machine learning, and cloud technologies, with a particular focus on delivering scalable and efficient solutions. At QuickQR, I worked extensively on full-stack web development, where I designed and implemented backend APIs using Django within a microservice architecture. I integrated PostgreSQL databases, optimized performance, and built RESTful APIs to facilitate seamless client-server communication. My frontend development work, using Next.js and React, allowed me to create responsive, user-friendly interfaces that offered a high-quality user experience across devices. I also implemented CI/CD pipelines with Docker, Helm, and Kubernetes, automating application deployments and ensuring smooth production workflows. In my role at the SMART Centre, I developed and deployed high-accuracy machine learning models, including image classification and object detection, leveraging TensorFlow and Python to build robust, end-to-end machine learning pipelines. I automated the model training process and implemented advanced hyperparameter tuning techniques to optimize model performance. Additionally, I explored edge AI computing by deploying models to Google Coral devices, reducing latency and enabling real-time processing at the edge. This experience allowed me to work with cloud-native tools and MLOps frameworks, as I integrated machine learning workflows with cloud platforms like Google Cloud for large-scale data management and deployment. Throughout these roles, I demonstrated expertise in data integration, automation, and optimizing model performance, all while maintaining a keen focus on delivering practical, business-focused solutions. This technical versatility, combined with my ability to adapt to emerging technologies, has enabled me to successfully solve complex technical challenges in fast-paced environments.
Conclusion
I excel in fast-paced, collaborative environments where innovation and adaptability are essential to delivering high-impact business solutions. I approach every project with a problem-solving mindset, striving to understand client challenges deeply and develop tailored strategies that align with their objectives. Whether it's optimizing business processes, identifying opportunities for improvement, or implementing data-driven solutions, I focus on creating value that drives measurable outcomes. I thrive on working closely with stakeholders to bridge the gap between business needs and technical solutions, ensuring that strategies are not only actionable but also sustainable in the long term. My ability to analyze complex data, synthesize insights, and communicate them clearly to non-technical audiences has consistently enabled me to guide clients through transformation, improve operational efficiency, and support decision-making. With a commitment to excellence, I am dedicated to delivering results that meet both immediate and future business goals, ensuring that solutions are both effective and adaptable to evolving market conditions.