JASLINE MWITA

DATA ANALYST & DATA SCIENTIST

I TURN COMPLEX DATA INTO ACTIONABLE INSIGHTS

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DIABETES PREDICTION MODEL

Predicting diabetes using logistic regression

Built a supervised machine learning model using logistic regression to predict diabetes from medical data. Applied feature engineering, model evaluation and cross-validation to improve performance.

TECH STACK: PYTHON, PANDAS, SCIKIT-LEARN, LOGISTIC REGRESSION

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HATE SPEECH DETECTION

TWITTER HATE SPEECH DETECTION USING ML

Developed a machine learning pipeline to classify hate speech on twitter.
Compared model performance (Logistic Regression, XGBoost, Random Forest) and tuned hyperparameters using k-fold cross-validation.

TECH STACK: PYTHON, SCIKIT-LEARN, XGBOOST, NLP

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WEB-SCRAPING &
DATA PIPELINE

Amazon web-scraping & elt automation

Created a web scraping pipeline to collect and store product data from Amazon in an on-premise SQL database. Automated ELT flows and handled large datasets using BeautifulSoup and Python.

TECH STACK: PYTHON, SQL, BeautifulSoup, Git

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LETS WORK TOGETHER

Whether You're Looking for Data Insights, Machine Learning Support or BI Dashboard Design,
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