Django
Data Science and Django Expertise
In the realm of data science, I specialize in using Python for advanced data analysis, employing libraries like Pandas, NumPy, and scikit-learn for tasks such as data manipulation, statistical analysis, and machine learning model development. Within Django, I excel in developing robust web applications and integrating machine learning models for deployment.
Machine Learning Deployment with Django
My proficiency extends to deploying machine learning models through Django, ensuring seamless integration and real-time functionality in web applications. This includes preprocessing data, training models, and implementing scalable solutions that maintain model accuracy and performance in production environments.
Projects: https://victorakello.com/django/ml-deployment/
RESTful API Development
I have extensive experience designing and implementing RESTful APIs using Django, facilitating efficient communication between front-end applications and backend services. I prioritize scalability, security, and performance to ensure APIs can handle diverse data interactions and support complex data processing tasks.