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)