Miho Rosenberg MihoRosenberg
- 01:26
(UTC -04:00)
A highly motivated IT professional with over 20 years of experience in the technology industry, now seeking a full-time position to leverage my statistics, Python programming and machine learning skills, and passion for data in a challenging Data Scientist role.
- Python 🐍 (Pandas, Numpy, Scikitlearn, Scipy, Statsmodels, Matplotlab, Seaborn, Geopandas, Streamlit, MLflow, ARIMA, NLP, Neural Network)
- SQL (Intermediate)
- R (Beginner)
- PowerBI (Beginner)
| Project | web App URL | Algorithms, Technologies |
|---|---|---|
| Algeria, Bhopal_water_management Predict water availability using 8 years worth daily weather data with LSTM, ARIMA | https://omdena-algeria-bhopal-streamlit-app.onrender.com/ | ADF test, Granger's Causality Test, LSTM, Google Earth Engine |
| Bangladesh-Flood-Guard Predict the precipitation volume using 10 years worth daily weather data | https://bangladesh-flood-guard-k65x4wbqyaykvbgf8jyunl.streamlit.app/ | XGBosst Regressor, Random Search, Streamlit |
| Nigeria-Enhancing Maternal Health Predict woman's health risks | https://maternal-mortality-e25y.onrender.com/ | XGBoost Regressor, Random Forest Classifier, Random Search, SHAP |
| spam_detection_naive_bayes_lstm Spam Detection System using Naive Bayes Classifier and Bi-directional LSTM models with NLP and embedding | N/A | nlp, naive Bayes classifier, transfer learning, LSTM, embeddings |
| wiki_trafic_prediction Predict the Wikipedia daily traffic using time series algorithms | N/A | ARIMA, SARIMA, Prophet, Linear Regression, NLP |
| movie_recommendation_system Movie recommendation system using the market basket and APRIORI association rule techniques | N/A | APRIORI, NLP, marketing basket analysis, association rule |
| loan_eligibility_prediction Predict the loan approval status using different sampling techniques | N/A | Random Forest Classifier, sampling, Recursive Feature Elimination (RFE) |
| ship_price_prediction Predict the used ship prices, extracting ship features from the descripton | N/A | Linear Regression, NLP, Part of Speach (POS) |
| kings_county_housing_price Predict housing price using linear regression | N/A | Linear Regression |
Master's degree in Data Analytics from Western Governors University
Bachelor's degree in IT Management from Western Governors University
Oracle Database SQL Certified Associate
SAS Certified Statistical Business Analyst
SAS Base Programming
CCNP (Cisco Certified Network Professional)
Microsoft SQL 2008 Server Implementation and Maintenance
MCSE (Microsoft Certified Systems Engineer)
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- Bangladesh-Flood-Guard
Bangladesh-Flood-Guard PublicPredict precipitation to mitigate flood damage in Bangladesh
Jupyter Notebook 1
- spam_detection_naive_bayes_lstm
spam_detection_naive_bayes_lstm PublicSpam Detection System using Naive Bayes Classifier and Bi-directional LSTM models
Jupyter Notebook 1
- wiki_traffic_prediction
wiki_traffic_prediction PublicTimeseries analysis of Wikipedia traffic prediction using ARIMA, SARIMA and Prophet models.
Jupyter Notebook
- movie_recommendation_system
movie_recommendation_system PublicJupyter Notebook
- loan_eligibility_prediction
loan_eligibility_prediction PublicJupyter Notebook
- 4_wiki_traffic_prediction
4_wiki_traffic_prediction Public
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