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class DataScientist: def __init__(self): self.name = "Daniel Mwanjala" self.role = "Senior IT Manager & Data Scientist" self.location = "Ruiru, Kiambu, Kenya π°πͺ" self.education = "MSc Data Science (In Progress)" def get_skills(self): return { "languages": ["Python", "SQL", "R", "JavaScript"], "ml_frameworks": ["TensorFlow", "PyTorch", "Scikit-learn", "Keras"], "deep_learning": ["CNNs", "RNNs", "LSTMs", "Transformers"], "visualization": ["Tableau", "Matplotlib", "Seaborn", "Plotly"], "tools": ["Git", "Docker", "AWS", "Jupyter", "VS Code"], "databases": ["PostgreSQL", "MongoDB", "MySQL", "Redis"] } def get_current_focus(self): return [ "π¬ Researching Advanced Neural Network Architectures", "π± Building AI Solutions for Agriculture", "π Economic Forecasting Models for Kenya", "π₯ Healthcare Analytics & Predictive Modeling" ] me = DataScientist()
- π Currently working at Kingdom Hospital as Senior IT Manager & Data Scientist
- π± Pursuing Master's in Data Science
- π Prime Code Champ Winner - National Coding Competition
- π‘ Passionate about AI for Social Good
- π Built 15+ production ML models
- π€ Open to collaborations on Data Science & ML projects
- π« Reach me: dmwanjala254@gmail.com
- π± Phone: +254 742 007 277
| π― Project | π Description | π οΈ Tech Stack | π Metrics |
|---|---|---|---|
| GDP Prediction Model | ML model predicting GDP growth using economic indicators | TensorFlow, XGBoost, LSTM | 94% Accuracy |
| Plant Disease AI | CNN for real-time plant disease identification | TensorFlow, Keras, OpenCV | 96% Detection |
| InvestWise Predictor | Regional investment opportunity analyzer | XGBoost, Plotly, Streamlit | 85% ROI Prediction |
| Kenya GDP Forecast | Time-series forecasting for Kenya's economy | Prophet, ARIMA, Statsmodels | MAPE < 5% |
| Netflix Stock Analysis | Stock analysis with sentiment from social media | LSTM, BERT, NLP | 0.78 Correlation |
GCP ML TensorFlow AWS ML HackerRank Python HackerRank SQL Deep Learning
timeline
title Career Timeline
2023 : Data Scientist @ Proton Technologies
: Built customer segmentation models
: Automated reporting dashboards
2023 : ML Specialist @ Danco Analytics
: Developed 10+ production ML models
: Led team of junior data scientists
2023 : Senior IT Manager & Data Scientist @ Kingdom Hospital
: Healthcare analytics & optimization
: Leading digital transformation
2024 : MSc Data Science (In Progress)
: Advanced ML research
: Open source contributions
I'm always interested in collaborating on innovative data science projects, especially those that can make a positive impact on society.
π Location: Ruiru, Kiambu, Kenya
π± Phone: +254 742 007 277
βοΈ Email: dmwanjala254@gmail.com
βοΈ From MadScie254 with π
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