Hey there 👋 I'm Sebastian, a Software Engineer based in Colombia 🇨🇴I'm committed to developing applications that empower individuals to achieve more. I love solving challenging problems. I specialize in writing code that is not just efficient but also maintainable, extendable, and optimized for high performance. My keen attention to detail ensures a thoughtful approach to the UI/UX in every project I undertake. What sets me apart is my unique creative approach, shaped by a diverse set of experiences across various projects and knowledge domains.My interests span a broad range of disciplines within Computer Science, including:👨‍💻 Full Stack DevelopmentAs a Web Developer, I have hands-on experience with Frontend technologies such as Angular, React, Typescript, Tailwind, Vite, Progressive Web Apps, and a strong foundation in HTML, CSS, and Javascript. On the Backend, I've worked with technologies like Java Spring, Python FastAPI, and Node.js. I'm well-versed in Cloud Services such as AWS, GCP, and Microsoft Azure, and proficient with databases like Postgres, Oracle, and MongoDB. I also leverage design tools like Figma.📊 Data ScienceAs a Data Scientist, I specialize in diverse development technologies, including Jupyter, Python, and R. My toolkit includes NumPy, Pandas, and SQL for data processing, and Scikit-Learn, Scikit-Image, NLTK, and NetworkX for machine learning solutions. In data visualization, I employ Matplotlib, Seaborn, Folium, and Plotly to craft interactive dashboards using Dash and Shiny. I adeptly implement ETL processes, ensure efficient deployment with Docker, and integrate MLOps practices.🤖 Deep LearningWith expertise in frameworks like PyTorch and TensorFlow, I delve into diverse neural network architectures such as RNNs, CNNs, Transformers, GNNs, and NeRF. My experience extends to advanced topics: Self-supervised Learning, Reinforcement Learning, Computer Vision, Natural Language Processing, and Adversarial Attacks. Notable contributions include a published IEEE paper on real-time FaceMask Detection. Fueled by a robust research foundation, I'm committed to continue my education in the field.Let's connect and explore the possibilities of collaboration! Whether you're interested in discussing innovative projects, sharing insights, or simply connecting with like-minded professionals, I'm always open to expanding my network. Feel free to reach out, and let's create something impactful together.