Company Info for markscanada.com | IcebreakerMembers
Software engineer with focus on value delivery.
As such I strive to understand the core business I operate in so that I can make decisions that help maximize value for my clients.
In terms of writing software, I strive to build systems that are well-tested, scalable, and extensible.
I strongly believe that software should be designed such that the key domain concepts and relationships are clearly represented in the code. This results in applications that can evolve without disruption as changes in the "real-world" domain occur, and where new key concepts that confer competitive advantage can quickly be incorporated in the software.
Finally, in today's world, creating successful software systems is a team activity. As such, I see mentoring as a crucial part of my job. As part of my mentoring style I like to help teammates understand not only what needs to be done, but also the reasons behind the decisions made and the trade-offs involved. Whatever the topic may be, from business domain concepts, to TDD, to asymptotic runtime analysis, I believe this leads to teams where continuous improvement and excellence become part of their culture. 
Data Science Enthusiast with a robust foundation in Mechanical Engineering and a Master’s in Data Science from the University of Calgary. Proficient in Python, R, C/C++, MATLAB, and Java, I bring a diverse set of technical capabilities to the table. My specialization in vibration analytics is highlighted by research projects such as "Vibration Based Fault Diagnosis of Automobile Hydraulic Brake System using Statistical Features - A Machine Learning Approach," which demanded a comprehensive understanding of data analysis and machine learning techniques.
During my co-op at the CEO office, Marks in CTC Calgary Campus, I engaged in strategic operations and applied machine learning algorithms to enhance data-driven decision-making processes. This role deepened my analytical skills and understanding of complex organizational dynamics. Now, as a Commercial Planning Analyst at Marks Commercial, I continue to leverage these experiences to support strategic initiatives and drive robust commercial solutions.
In addition to my technical skills, I'm proud to hold a German A2 Zertifikat, demonstrating my proficiency in the language. My commitment to solving complex problems extends beyond technical proficiency to embody a strong set of soft skills, including exceptional teamwork, fostering inclusive environments, and adaptability to swiftly respond to evolving project dynamics.
With over a year of experience in the banking sector and a specialized IT security course in banking, I have honed my problem-solving skills and developed a keen sense of business acumen. I am proficient in managing regulatory compliance and compliance reporting.
Dedicated to continuous learning, I am committed to staying abreast of industry trends, ensuring that I bring innovative and well-informed solutions to complex problems. I am eager to explore data-driven collaborations, tackle exciting challenges, and drive innovative solutions. Feel free to reach out to discuss opportunities at the intersection of data, technology, and problem-solving. 
