a
aets017

Ruben A

@aets017
4,8(34)

Top Rated

Finding Patterns in the Data

Venezuela
Anglais
Certaines informations sont présentées en anglais.
À propos de moi
I hold a PhD in Statistics and over 10 years of experience in the private sector and academia. I apply machine learning, deep learning, and econometrics to build robust models that inform decision-making. I value clarity, and you can expect transparent methods, clean code, and visuals—Matplotlib, Seaborn, ggplot2, or Tableau—that explain the reasoning behind my model recommendations. If you need reliable forecasts you can present with confidence, I can help.... Plus d’infos

Compétences

a
aets017
Ruben A
hors ligne • 
Temps de réponse moyen de 4 heures

Voir mes services

Analyse de séries chronologiques
I will do predictive analytics and predictive modelling
4,8(34)
Analyse de séries chronologiques
I will do data science in economics

Portfolio

Expérience professionnelle

Fiverr

Fiverr

Freelance • 27 yrs 4 mos

Econometrician

May 2017 - Present9 yrs

Optimization of XGBoost, LightGBM, and CatBoost machine learning models for predicting commodity prices in the Kaggle competition: MITSUI&CO. Commodity Prediction Challenge.

Econometrician

Mar 2017 - Present9 yrs 2 mos

Built panel-data models to assess the impact of ESG certification, gender certification, and ESG bonds on the stock valuation of publicly listed firms in Mexico.

Data Scientist

Mar 2017 - Present9 yrs 2 mos

Forecast Qatar’s GDP growth using ARIMA, VAR, Random Forest, XGBoost, GRU, and LSTM models, including macroeconomic intervention analysis.

34 Avis
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Détails de la notation
  • Niveau de communication avec le freelance
    4,8
  • Qualité de la livraison
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  • Valeur de la livraison
    4,9
1 à 5 avis sur 34
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    M

    mich2910

    Client récurrent

    MX

    Mexique

    5

    Everything was great

    200 $US-400 $US

    Prix

    3 semaines

    Durée

    gig

    Analyse de séries chronologiques

    Utile?
    Oui
    Non
    T

    tommo_99

    NZ

    Nouvelle-Zélande

    5

    Understood the problem quickly. Great work. Would use again

    100 $US-200 $US

    Prix

    7 jours

    Durée

    gig

    Analyse de séries chronologiques

    Utile?
    Oui
    Non
    A
    image-docs

    arbitragedudear

    US

    États-Unis

    5

    Great job. He did an assessment of the project. well done.

    50 $US-100 $US

    Prix

    3 jours

    Durée

    gig

    Analyse de séries chronologiques

    Utile?
    Oui
    Non
    T
    image-docs

    tobiassanders

    DE

    Allemagne

    5

    Outstanding deep knowledge, many thanks for your swift help Ruben!

    Jusqu’à 50 $US

    Prix

    1 jour

    Durée

    gig

    Analyse de séries chronologiques

    Utile?
    Oui
    Non
    C

    chriskronseder

    CH

    Suisse

    5

    Ruben is quick to understand the task at hand. My request was not very easy, but Ruben had a good grasp on it. Would work with him again

    400 $US-600 $US

    Prix

    3 semaines

    Durée

    gig

    Analyse de séries chronologiques

    Utile?
    Oui
    Non