GDP Growth Prediction Model
Developed a machine learning model to predict annual GDP growth using economic indicators.
Finance
AI
Python
I build data systems that
forecast
.
Machine learning meets real-world outcomes. From predictive insights to automated solutions.
About Me: Data With A Pulse
Hi, I'm Daniel Wanjala, a passionate Data Scientist and ML Engineer based near Nairobi, Kenya. My journey spans IT management and deep dives into data, driven by a belief in technology's power to solve real-world problems.
Whether optimizing hospital operations with predictive analytics or building forecasting models, I focus on creating data systems that deliver tangible outcomes. I thrive on transforming complex data into actionable insights and robust applications. Currently pursuing an MSc in Data Science to further sharpen my expertise.
Senior IT Manager
Kingdom Hospital, Webuye
Data Scientist
Volunteer @ Kingdom Hospital
MSc. Student
Cooperative University Kenya
Core Competencies
Programming & Data
- Python (Pandas, NumPy, Scikit-learn)
- SQL & Database Management
- Data Wrangling & Cleaning
- API Integration
- Git & Version Control
Machine Learning & AI
- Predictive Modeling (Regression, Classification)
- Time Series Forecasting (ARIMA, Prophet)
- Neural Networks (TensorFlow/Keras)
- Computer Vision Basics (OpenCV)
- Model Deployment (Flask/Streamlit Basics)
Visualization & Tools
- Matplotlib & Seaborn
- Plotly & Dash (Basic)
- Jupyter Notebooks & Google Colab
- Cloud Platforms (GCP/AWS Basics)
- ERP Systems (Frappe/ERPNext)
Educational Journey
Projects: Work That Talks Back
AI-Driven Plant Disease Detection
Collaboratively developed an advanced plant disease detection system using image processing.
Health
AI
CV
Kenya's GDP Forecasting Tool
Developed a forecasting tool to analyze and predict Kenya's GDP trends.
Finance
TimeSeries
Python
InvestWise Predictor
Intelligent online tool using neural networks to predict investment opportunities in Kenya.
Finance
AI
Web
Netflix Stock Profit Analysis
Analyzed Netflix's stock performance to identify profit trends and patterns.
Finance
Analysis
Python
Essays: Thinking in Algorithms
The Ethics of Algorithmic Decision Making
Exploring the biases and societal impacts of automated decision systems.
~7 min read
"Bias in, bias out."
Scaling Machine Learning Infrastructure
Challenges and solutions for deploying ML models effectively at scale.
~10 min read
"MLOps is key."
Publications & Articles
Logarithms & Algorithms: The Invisible Engines of AI, Data Science, and Beyond
Ever wondered how Google finds exactly what you’re looking for in a fraction of a second? Or how does Spotify...
by Daniel Wanjala
~10 min read
From Excel to Neural Networks: My Journey in Data Science
First off, let me start by saying: that it’s been a while. My LinkedIn feed probably thought I disappeared into the data abyss...
by Daniel Wanjala
~12 min read
Why AI Bots Leave Customers Frustrated: Improving Safaricom's Zuri (And Others)
If you call Safaricom or Airtel, you might feel frustrated because you're only interacting with an AI bot. While these bots, such as Safaricom's Zuri...
by Daniel Wanjala
~6 min read
Frappe Framework Concepts for Beginners and Intermediate
Frappe Introduction to Frappe Framework Overview of Frappe Framework Frappe is an open-source web application framework built on Python and JavaScript...
by Daniel Wanjala
~8 min read
Let's Talk about the Kenya Finance Bill 2024 😪 and how Machine Learning will help...
Introduction The Kenya Finance Bill 2024 introduces a series of new tax measures and adjustments aimed at increasing government revenue...
by Daniel Wanjala
~10 min read
How Machine Learning in Transportation Can Transform Africa’s Transit Systems
Highway Design Highway SafeBoda Twiga Foods Africa’s transportation sector is undergoing a radical transformation, thanks to the infusion of machine...
by Daniel Wanjala
~14 min read
Machine Learning, Blockchain, and Crypto in Financial Analysis
Introduction: In the financial world, machine learning, blockchain, and cryptocurrencies are three emerging technologies reshaping how we analyze...
by Daniel Wanjala
~13 min read
The Oracle of Machine Learning Algorithms
The field of technology has been revolutionized by machine learning algorithms, which provide unparalleled insights and efficiency...
by Daniel Wanjala
~3 min read
The Importance of Diversity and Inclusion in Data Science and ML
I. Introduction Diversity and inclusion are crucial elements in any field, and data science and machine learning (ML) are no exception...
by Daniel Wanjala
~15 min read
Live Demos: Try My Logic
Plant Disease Detector
Upload an image to detect common plant diseases.
Try Demo →
GDP Forecast Interactive
Adjust parameters to see GDP forecast variations.
Try Demo →
Note: Live demos may link to external platforms like Streamlit Cloud or JS playgrounds. (Actual links TBD)
Contact: Let's Collaborate
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