Join a 12-month residency to develop innovative AI solutions in healthcare, focusing on a text-to-SQL engine using LLMs. Collaborate with experts at Health Quality Alberta.
As a paid resident, you'll report to an Amii Scientist and engage with cross-disciplinary teams to tackle complex ML challenges. Gain hands-on experience in applying machine learning techniques to real-world healthcare data while learning from industry leaders. Your work will have a direct impact on improving healthcare analytics.
Key Responsibilities:
• Implement RAG-based schema retrieval for LLM prompts
• Create iterative loops for self-correction of SQL results
• Validate SQL queries and benchmark LLMs for performance
• Collaborate on minimum viable products for clients
• Optimize ML pipelines for real-time processing
Requirements:
• MSc. or PhD in Computing Science or related field
• Research experience using NLP tools
• Working knowledge of database architectures
• Proficient in relevant Python libraries
• Must work full time in Calgary office
Shape the future of healthcare analytics with your machine learning expertise.
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📌 Healthcare-Focused Machine Learning Residency (Calgary)
🏢 Amii (Alberta Machine Intelligence Institute)
📍 Calgary