What you’ll learn
- Integrate Twilio API with Flask: Learn to configure and integrate the Twilio API for WhatsApp messaging.
- Utilize ML Models for Sentiment Analysis: Understand how to load and use LSTM, CNN, and BERT models for sentiment analysis.
- Develop a Web API with Flask: Build a robust web API using Flask to handle incoming messages and send automated responses.
- Generate Responses with OpenAI API: Master the use of OpenAI’s API to generate context-aware responses for user messages.
- Data Storage: Storing messages and responses in MongoDB for future analysis.
- Error Handling and Logging: Implementing error handling and logging for debugging and maintenance.
- Deploying the Application: Steps to deploy the application to a production server.
- This course is an excellent opportunity to enhance your skills in developing intelligent bots, integrating APIs, and using machine learning for natural language
As an Innovative Software Developer, I bring extensive international experience and a solid expertise in various technologies, specializing particularly in the following areas:
Frontend and Backend Development: I excel in creating elegant and responsive web interfaces using leading technologies such as React for frontend and robust frameworks like Node.js and Express for backend development. I also leverage Tailwind CSS to ensure modern and efficient design.
Python: I have broad experience and proficiency in Python, utilizing it to develop robust and efficient solutions across various applications.
Mobile Development with Flutter: I am a specialist in Flutter, using this technology to build modern, fast, and scalable mobile applications, delivering exceptional user experiences.
Next.js and Web Design: I have experience with Next.js for creating fast and dynamic web applications. Additionally, I am passionate about web design and UX/UI, applying design principles to create beautiful and functional interfaces.
MongoDB and Firebase: I am proficient in MongoDB for creating and managing scalable, high-performance NoSQL databases. I also have experience with Firebase for real-time database solutions.
Cybersecurity: With a background in Cybersecurity and Data Analysis, I possess a deep understanding of data and system protection principles and practices.
Multiculturalism and Global Collaboration: Fluent in English, French, Portuguese, and Russian, I am equipped to work in multicultural environments and collaborate effectively in global teams.