Design and implement RESTful APIs endpoints using Express.js framework to facilitate secure and reliable communication between the client and the server.
Design, develop, and maintain robust and scalable backend systems for our chatbot platform using Node.js.
Integrate with OpenAI services using their SDKs or APIs.
Handle the request and response flow to the AI engine, including passing the user's prompt and receiving the AI-generated text.
Design and interact with the database to store conversational history, user profiles, application settings, and Retrieval-Augmented Generation (RAG) data sources.
Implementing real-time communication using WebSockets to provide a fluid, instant, and conversational chat experience.
Collaborate with frontend developers, data scientists, and product managers to build a seamless user experience.
Develop and optimize APIs for efficient data exchange between the chatbot and other systems.
Implement and integrate natural language processing (NLP) and machine learning models into the backend infrastructure.
Ensure the security and reliability of the chatbot backend by implementing appropriate measures.
Develop and train machine learning models using appropriate algorithms and techniques.
Assess the performance of the chatbot using metrics like accuracy, precision, recall, and F1-score.
Fine-tune models to improve their performance and address limitations.
Optimize backend performance and scalability to handle increasing user loads.
Stay up to date with the latest advancements in backend technologies and chatbot development.
Qualifications:
Bachelor's degree in computer science, Engineering, or a related field.
Proven experience in backend software development, with a strong focus on building scalable and high-performance systems.
7 years+ strong proficiency in Node.js and Python backend programming languages.
Expertise in database technologies (e.g., MongoDB, SQL, NoSQL) and data modeling.
Solid understanding of API development and integration.
Experience with Azure cloud platform
Knowledge of NLP and machine learning concepts is a plus.
Strong problem-solving and analytical skills.
Excellent communication and teamwork abilities.
Preferred Qualifications:
Experience in chatbot development or conversational AI.
Knowledge of messaging platforms (e.g., WhatsApp, Facebook Messenger, Slack).
Experience with containerization technologies (e.g., Docker, Kubernetes).