As a Data Scientist, I work with Python, Pandas, NumPy, scikit-learn, TensorFlow, PyTorch, SQL, and data visualization tools such as Matplotlib and Seaborn. My responsibilities include data analysis, building predictive models, and deploying machine learning solutions.
Giovani Avila
Data Scientist
I’m constantly learning and evolving. I love diving into new ideas and finding creative ways to solve problems.
Experience
View full resumeFront-end developer building AI-powered platforms and educational experiences. Developed Belake.ai, an AI agent platform for corporate data analysis, and Belake Academy, a centralized learning hub for Belake's user ecosystem.
Education
View education and projectsPursuing a postgraduate specialization in Data Science and Big Data, deepening expertise in machine learning, statistical modeling, big data infrastructure, and data engineering pipelines.
Degree in Systems Analysis and Development with hands-on experience in collaborative projects with technology companies. Web and mobile systems development, Machine Learning pipeline implementation, AI techniques application, and software engineering best practices.
Writing
View all postsA developer's guide to understanding, preventing, and resolving Git merge conflicts with confidence
A practical guide to understanding and applying probability distributions in software development
Understanding the fundamentals of time series data — components, stationarity, autocorrelation, and practical analysis techniques
Intelligence
View all briefingsPhysicist Giorgio Parisi and Francesco Zamponi used Anthropic's Claude to prove a decade-old mathematical conjecture about jamming, marking a milestone in AI-assisted scientific discovery.
AI chip startup Etched emerges from four years of stealth with a working transformer ASIC, $800M in funding, and over $1B in customer contracts — positioning itself as a credible Nvidia alternative for inference.
Meta FAIR's latest non-invasive brain-to-text model achieves 39% word error rate using MEG scans, narrowing the gap with surgical implants through data scaling.
Projects
View all projects
Agentic RAG
A Retrieval-Augmented Generation API with hybrid search (BM25 + vector + RRF), agentic self-correction loop, and full observability. Built to be model-agnostic — swapping from OpenRouter to Ollama requires zero code changes.
Shop management
A pizza shop management application built as a study project to explore modern technologies. Features include pizza order management, a dynamic animated UI, and advanced routing with TanStack Router. Designed to deliver a seamless and engaging user experience while leveraging the latest in web development tools.
Zux Theme
A modern Visual Studio Code theme featuring a sleek dark-purple palette, designed for optimal readability and reduced eye strain. Zux Theme brings vibrant syntax highlighting and a stylish interface, making coding sessions more enjoyable and visually appealing. Perfect for developers who appreciate a bold, elegant look in their editor.