Manuel Hinke +44 7554070495
University of St Andrews, St Andrews ï manuel-hinke
Education
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Bachelor of Science (Honours) Computer Science 2019-23
University of St Andrews, St Andrews
– Dissertation centered on advanced techniques in clothes image segmentation, resulting in enhanced efficiency and
accuracy of Mask R-CNN and Cascade R-CNN for retail and advertising applications.
Experience
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Data Engineer and Analyst May - September 2023
Brand Development Mexico
– Spearheaded the conceptualization and implementation of an internal visual analytic tool.
– Normalized the primary MySQL database, eliminating data redundancy and improving data integrity.
– Improved the ETL pipeline, enhancing workflow and reducing loading times.
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Business Intelligence Internship May - August 2022
Brand Development Mexico
– Designed, developed, and implemented interactive dashboards using Power BI.
– Extracted, transformed, and loaded data from various sources into Power BI, ensuring data accuracy and integrity.
– Collaborated with team members to create data models and optimized queries for efficient dashboard performance.
Personal Projects
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Academic Journal for Papers with Code
Website based academic journal with support for executing code based academic papers.
– Implemented frontend and backend features in the journal to enable researchers to directly publish runnable code
files for various programming languages, addressing the limitation of traditional research publication.
– Technology Used: JavaScript, Reactjs, Bootstrap.
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SecureChat
React based web application which allow users to chat in real time with E2E encryption.
– Used Firebase Authentication (SDK) to facilitate authentication & Cloud Firestore to store data.
– Technology Used: Reactjs, Firebase, Bootstrap, HTML.
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COVID-19 Tracker
Daily and weekly updated statistics tracking the number of COVID-19 cases, recovered, and deaths.
– Tracking world-wide cases using Google Maps and live API stats and datasets.
– Technology Used : JavaScript, CSS, HTML, API, Python.
Technical Skills
Languages: Java, C/C++, Python, Javascript, HTML+CSS, Go, Haskell
Web Frameworks: ReactJS, Next.js, Node.js
Machine Learning Frameworks: PyTorch, TensorFlow, CUDA
Cloud/Databases: MongoDB, Firebase, MySQL, SQLite, PostgreSQL
Tech: MS Office, VScode, Git, Github, Unix, LaTeX, PowerBI
Relevant Coursework: Data Structures & Algorithms, Software Engineering, Object Oriented Programming,
Databases, Data Communications and Networks, Data Encoding, Artificial Intelligence.
Positions of Responsibility
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President St Andrews Poker Society - St Andrews, UK September 2022 - June 2023
– Organized weekly classes attracting 10 - 30 students per class.
– Grew the society from 20 to 65 members.
– Managed and organized USAPS attracting over 100 alumni and current students.
