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AI Application Developer
About the role
Develop and support AI-driven applications focused on knowledge-base ingestion, data pipelines, and retrieval-augmented generation (RAG) for Questronix in Makati.
What you'll do
- Develop and support AI-driven applications focused on knowledge base ingestion, including extracting, processing, and storing structured and unstructured data (e.g., Excel files, PDFs, images, and database records).
- Build and maintain data pipelines for machine learning models, ensuring data quality, consistency, and efficient processing.
- Implement document parsing, text preprocessing, and chunking strategies to prepare data for retrieval-augmented generation (RAG) systems.
- Design and support workflows for retrieving relevant data and injecting context into prompts for AI applications.
- Assist in developing and integrating backend services using Python frameworks such as Django.
- Support containerized deployments and environments using Docker and Kubernetes.
Requirements
- Bachelor’s degree in Computer Science, Information Technology, Data Science, or any related field.
- Experience in AI/ML, data engineering, or backend development with exposure to production-level AI systems.
- Strong understanding of AI/ML concepts, including embeddings, vector databases, and RAG architecture design.
- Proficient in Python and relevant libraries such as pandas, numpy, openpyxl, requests, and PyPDF.
- Familiar with Docker and Kubernetes for containerized deployment and scaling.
About Questronix Corporation
Philippine IT services firm building and supporting enterprise software and AI applications.
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