Ana Sofia Carmo

Ana Sofia Carmo

Data Science | Time-Series ML | (Almost) PhD

Portrait of Ana Sofia Carmo

PhD-level data scientist who learns new stacks quickly. Built end-to-end reliable pipelines, from a data-capture system to a MySQL + FastAPI API and diverse time-series models, now used in 3 hospitals and 5 research studies. Equally comfortable working in cross-functional teams and presenting complex findings to non-tech audiences (10+ talks, 3MT Ulisboa awardee).

✨ Project Highlights ✨

PreEpiSeizures Database

FastAPI ● client API ● MySQL ● query dataset metadata ● SMB protocol

SeFEF: A Seizure Forecast Evaluation Framework

model development ● model evaluation ● reproducibility ● framework ● Python programming

Customizing forest plots in R

R programming ● meta-analysis ● statistical analysis ● forest plot

Prototype validation: Data analysis on respiratory data

time series analysis ● statistical analysis ● Python programming

Sankey Diagram for Job Application Flow

data visualization ● communication ● Sankey diagram ● Plotly

Visualizing the main players of a field

network ● graphs ● visualization tool ● Python programming

A tool to stimulate collaboration in data collection

data collection ● time series ● user interface ● mobile app

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