Data Scientist & Engineer
Hi, this is Sian! I love working with data, especially when it feels messy and complex at first. There is something really satisfying about turning it into something clear, reliable, and useful.
I work across data science and engineering, building systems from raw data all the way to machine learning and AI applications. Lately, I have been exploring how large language models can be used in healthcare and research to make a real impact.
Outside of work, I spend a lot of time taking care of my plants 🌿, exploring new places, and staying active. I am someone who enjoys simple things, being close to nature, and bringing a sense of calm and intention into both life and work.
Skills
Python R SQL JavaScript Tableau Machine Learning NLP LLM FastAPI PostgreSQL Spark Data VisualizationA selection of the day's work
A full-stack job search tracker supporting companies, applications, and interview rounds with status filtering, CSV bulk import, and a live dashboard. Backed by PostgreSQL with Alembic migrations, deployed on Render and Streamlit Cloud.
A collection of interactive dashboards covering HR Analytics, Covid-19 trends, and more. Built to communicate complex data stories through clean, intentional visual design.
A data science story about volcanoes — exploratory data analysis with interactive visualizations. Covers time series, geospatial, and quantitative data with statistical analysis.
Cloud-based big data project exploring behavioral trends in political engagement on social media, with NLP and ML analysis on Reddit data.
Data cleaning, text mining, and machine learning applied to a clinical trials dataset, exploring data science questions behind trial outcomes and patterns.
A weather forecasting project on climate change data using linear regression, vector autoregression, and LSTM neural networks. Published in ICJE.
Modeling healthcare company stock prices using multiple time series methods to explore development and financial trends of the sector.
more coming soon...
A little corner of calm
