Februar y 1 9 th , 202 3 Dear Soundcloud ’ s recruitment team , I would like to express my sincere interest in the Product Analyst p osition . It seems clear to me that you are looking for a versatile candidate who can bring an analytical mindset and enable d a ta - driven strategies across Soundcloud ’s organization . I believe I am a great fit, bring ing with me a solid academic background that started wit h my bachelor ' s in International Management at one of the most competitive universities in Europe, Bocconi University, and continued now with my M aster’s in Data Science at Copenhagen Business School. In addition, I bring a proven record of success throughout my 2 .5 years of career S eve n months ago, I have joined Novo Nordisk as a Digital Pr ocess Automation intern, eng aging in different initiatives inside its Supply Chain department to automate manual tasks, create data pipelines and integrate processes digitally. I am loving my time in this role, which led me to appl y to similar positions in inspiring companies su ch as Picnic Regarding my competences, I would highlight the following set of skills : • Data manipulation (Excel, Power A utomate, SQL, Alteryx and Python Pandas) : For both my bachelor ’ s and M aster ’ s, but specially the latter, I have taken part in different projects in which I was required to deal with large sets of raw data. Therefore, I had the opportunity to practice data pre - processing techniques through various tools, notably SQL , Excel, Alteryx , and the Python Pandas package. The first thr ee were tools I used when building dataflow pipelines during my internship at Novo Nordisk Python was mostly used in academic Machine Learning projects such as the Convolutional Neural Network Classifier for Pulmonary Diseases, which I developed with 2 ot her colleagues. • Data visualization (Power BI, Python Seaborne and PowerPoint) : During my 2 .5 years of job experiences, I leveraged Power BI to visualize data, supporting data - driven decision - making in different departments. During my first position at Siteimprove, the focus was on the M arketing & S ales department s , while on my most recent position at Novo Nordisk I have been building dashboards that facilitate processes in Supply Chain (storage planning, batch prioritization...) • Machine /Deep Learning ( Python TensorFlow , K eras and NLTK ) : Alongside 2 colleagues, I have built a classifier for pulmonary diseases (including COVID - 19) based on chest X - Ray imaging, through the use of Convolutional Neural Networks. This project yielded amazing result s, reaching an accuracy of 95% , making it one of the achievements I am most proud of in the past years • UX/UI ( Figma ): Developed various prototypes and automated solutions through Figma when founding Aesdatic, an AI - powered startup that aims to provide d igital services in text summarization, simplification and front - end design I a m thrilled at the opportunity to join Soundcloud. I am confident that this role will allow me to grow as a Produ ct analyst and improve my technical skills , while also ma king a positive impact in the company Thank you for your consideration, Pedro Vendramin