carla-cr
Data Scientist
Summary
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RockstarData Scientist with 4 years of hands-on experience building data-driven solutions and a background as a Data Science student active on GitHub. Pragmatic and curious, they bridge academic foundations with practical applied work, focusing on turning noisy data into actionable insights. Comfortable with the full data workflow from preprocessing and modeling to evaluation and communication, they prioritize reproducible analyses. Though early in their career, they demonstrate strong learning momentum and a collaborative mindset that accelerates team impact.
4 years of coding experience
Github Skills (26)
anomaly-detection10
forecasting10
time-series-forecasting10
artificial-intelligence9
llm9
machine-learning9
time-series9
aws9
deep-learning9
silent9
gpt9
python8
tabular8
alerts8
performance-estimation7
Programming languages (2)
Github contributions (3)
mireiar/nannyml
May 2022 - May 2022
Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.
Contributions:1 push in 1 day
confidencecapturingmachine-learningestimationperformance
Nixtla/nixtla
Oct 2024 - Mar 2025
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
Contributions:6 reviews, 1 branch, 1 comment in 5 months
forecastingpythonseries-forecastingmachine-learningsoftware-as-a-service
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