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  • Auto1 Group
  • Europe

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cnai-ds/README.md

Hi👋, Feel free to reach me out for freelance ML/Data Science any collaborative research projects via LinkedIn

I am a Data Scientist with strong curiosity, autonomy, creativity and learning ability. Currently, I specialize in pricing optimization using data science and have experience in remote sensing, uplift modeling, marketing promotion optimization based on CTLV, frequentist/Bayesian statistical tests, and strategic consulting.

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Popular repositories

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    Python data pipeline to acquire, clean, and calculate vegetation indices from Sentinel-2 satellite image. Package is available only for our clients.

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    SCOR Datathon in 2020. Acquired and processed open data, predicted level of Glycohemoglobin, Cholesterol and probability of diabetes, then identified the probability change with Random Survival For…

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    Prediction of market premiums for property damage and business interruption insurance products. Added natural hazard data and stacked 3 best models as the final model.

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  5. Datathon-Criteo-Benchmark-Churn-Date Datathon-Criteo-Benchmark-Churn-Date Public

    Datathon with a retargeting ad company. Churn date prediction (Normalized RSME 38), clustering (98% Silhouette), automated identification of the gaps between best and average client within a cluster.

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  6. NLP-QA-Forum NLP-QA-Forum Public

    Prediction of the best answers of the questions using a scraped QA forum data, including the texts. Neural Network (linear stack of layers): Accuracy 92%, MSE 0.08

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