Sonia is an AI-powered documentation assistant for dental practices that automates the recording of consultations, treatments, and billing. It allows dental professionals to create structured documentation rapidly with high accuracy, saving valuable time and reducing administrative burden. By using Sonia, practices can enhance their efficiency, accuracy, and ultimately increase their revenue, making it a vital tool for modern dental care.
April 2
Sonia is an AI-powered documentation assistant for dental practices that automates the recording of consultations, treatments, and billing. It allows dental professionals to create structured documentation rapidly with high accuracy, saving valuable time and reducing administrative burden. By using Sonia, practices can enhance their efficiency, accuracy, and ultimately increase their revenue, making it a vital tool for modern dental care.
β’ Design and implement scalable Python-based microservices with focus on audio processing β’ Develop and maintain high-performance REST APIs using FastAPI β’ Build robust data processing pipelines for audio streams and wav file handling β’ Implement secure authentication and authorization systems β’ Create and optimize caching strategies using Redis β’ Design and implement asynchronous operations for efficient audio processing β’ Integrate and fine-tune LLM models for audio-related applications β’ Write comprehensive test suites and maintain high code quality standards β’ Collaborate with data scientists to implement ML models and pipelines in production
β’ 5+ years of professional Python development experience β’ Strong proficiency in async Python 3 β’ Hands-on experience with the OCI Stack β’ Experience building and shipping production ready code β’ Stateful connections and handling state in a scalable environment β’ Solid understanding of API security best practices β’ Strong problem-solving skills and attention to detail β’ Knowledge of PyTest or similar testing frameworks β’ Experience with CI/CD pipelines, especially GitHub Actions β’ Experience with FastAPI and pydantic framework (Nice to Have) β’ Knowledge of Redis or similar key-value stores (Nice to Have) β’ Familiarity with S3 or similar cloud storage solutions (Nice to Have) β’ Experience with React for data visualization (Nice to Have)
β’ Attractive compensation aligned with your skills β’ Flexible work arrangements β’ Professional development allowance
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