Murat Ertan
About
I am currently in the "explore" phase of my career which just means learning is a more dominant activity for this time rather than utilising the previously explored experiences/knowledge.
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Being studying Computer Engineering with Business and Management Administration concurrently widened my perspective about how things come together in harmony and create value. While appreciating system design, I came to realise that decision making was the most important part of high level sapient thinking.
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For the coming days, I would like to relentlessly continue exploring how systems work while exploiting my knowledge capital to build better systems,
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You can head over to my blog section for my exploits that you can explore and potentially add utility for yourself.
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Professional History
Past Positions
July 2024
Analytics, Risk, and Customer Management Intern
At Tam Finans headquarters in ÅžiÅŸli-Mecidiyeköy, Istanbul, under the mentorship of Erkal BıyıklıoÄŸlu, I gained a comprehensive understanding of corporate organization, financial asset risk management, and R&D in finance. This experience deepened my insight into financial exposure and the challenges it presents. I actively contributed to discussions on applying machine learning to automated risk management, gaining valuable perspectives on strategies to reduce asset vulnerabilities. In my role, I analyzed call center data using Excel to uncover trends, providing actionable insights to enhance customer satisfaction and inform decision-making. Additionally, I collaborated on Qlik and SQL projects to support the development of business intelligence dashboards, transforming complex datasets into strategic insights. This experience provided practical exposure to BI tools and strengthened my ability to effectively communicate data insights within cross-functional teams.
August 2024
Machine Learning Engineer Intern
As an ML Engineer Intern at Metasoft, I undertook a project to design a predictive model for dental procedures, working with over 6 million data entries to create a forecasting system. My work involved testing various deep learning architectures, such as combinations of GRU, LSTM, and attention layers, ultimately achieving 80% accuracy for predicting the top ten likely next procedures. I trained these models on Google Colab's TPU environment over 50 epochs, gaining hands-on experience in optimizing large-scale neural networks. Collaborating closely with the SQL server manager, I helped integrating the model into Metasoft's database infrastructure, ensuring seamless interaction between the prediction model and existing data systems.
September 2024 - December 2024
McKinsey Learner
Participating in the McKinsey Forward allowed me to build next-generation career skills through a 10-week online journey. I developed adaptability, problem-solving, and impactful communication through interactive courses and virtual events. The program’s focus on practical skills prepared me to navigate the digital landscape and foster meaningful workplace relationships. Completing the Core Skills level awarded me a digital badge and membership in a global learning community. This experience has been instrumental in improving my life & work toolbox.
November 2021 - January 2023
Research Assistant
During my time at Bilkent, UNAM, I had the opportunity to collaborate closely with Professor Won Mi Ahn on groundbreaking research in Nanoplasmonics. My involvement included proposing and spearheading a research initiative that was subsequently funded by Tubitak's 2209-B grant. Under Professor Ahn's expert guidance, I not only honed my practical skills in the laboratory but also deepened my understanding of scientific reasoning and the intricacies of academic writing. This collaboration fostered a robust foundation in teamwork, as I worked alongside a diverse group of peers, each bringing unique perspectives to our collective research efforts. The experience was immensely enriching, significantly shaping my approach to scientific inquiry and collaboration.
April 2022 - August 2022
DeFi Talent
Guided by Philipp Sandner and the expert team at the Frankfurt School Blockchain Center with the DeFi Talents, I deepened my understanding of decentralized finance through an 18-week curriculum, engaging with innovative protocols like Aave, Compound, and Uniswap. Under their mentorship, I refined my blockchain technology skills, enhanced my strategic thinking for financial applications, and collaborated with peers worldwide, preparing to lead in the evolving DeFi landscape. This experience not only expanded my technical expertise but also sharpened my vision for future financial technologies.
Personal History
Past Positions
September 2020 - March 2023
Columnist
As a columnist at Gazete Bilkent, I have had the privilege of exploring the rapidly evolving fields of science and technology. My role allowed me to delve into cutting-edge advancements and share these insights with a curious and engaged audience. Through my articles, I aimed to make complex scientific concepts accessible and relevant, helping readers understand how these developments impact our daily lives and future. My goal has always been to inform and provoke thought among all curious minds, whether discussing AI's ethical dilemmas, the implications of new research, or the future of synthetic foods.
July 2022 - January 2023
Co-Founder
Along with my esteemed collaborator, C. R. Karakoc, we co-founded Polyhedron, a venture born from our shared vision to create a diverse and inclusive platform. At Polyhedron, our goal was to cultivate a rich tapestry of content that spans the broad spectrums of philosophy, fiction, and beyond—envisaging a space where the mind could wander freely from the existential questions posed by great philosophers to the imaginative realms of symbolic fiction. We aimed and hoped for our platform to be a haven for thinkers and dreamers alike, a place where one could enjoy the simple pleasures of a well-spun yarn or a thought-provoking treatise, all while sipping on a warm cup of tea accompanied by the comforting crackle of tea biscuits.