Dynamo AI
Dynamo AI is a company that specializes in providing end-to-end privacy, security, and compliance solutions for enterprises adopting AI technologies. Their product suite covers the entire AI development lifecycle, offering tools like DynamoEval for automated stress testing, DynamoEnhance for risk remediation and model enhancement, and DynamoGuard for deploying AI guardrails and auditing LLM usage. Dynamo AI prepares organizations for emerging AI regulations by automating vulnerability assessments and bolstering red-teaming processes, ensuring compliance with regulatory changes such as the EU AI Act. The company aims to help enterprises manage the security and privacy challenges posed by AI adoption.
ML Engineer - LLM Evaluation
August 27, 2024
Dynamo AI
Dynamo AI is a company that specializes in providing end-to-end privacy, security, and compliance solutions for enterprises adopting AI technologies. Their product suite covers the entire AI development lifecycle, offering tools like DynamoEval for automated stress testing, DynamoEnhance for risk remediation and model enhancement, and DynamoGuard for deploying AI guardrails and auditing LLM usage. Dynamo AI prepares organizations for emerging AI regulations by automating vulnerability assessments and bolstering red-teaming processes, ensuring compliance with regulatory changes such as the EU AI Act. The company aims to help enterprises manage the security and privacy challenges posed by AI adoption.
📋 Description
• Own LLM evaluation processes and methods with a focus on generating benchmarks representative of real-world usage and safety vulnerabilities. • Generate high quality synthetic data, curate labels, and conduct rigorous benchmarking. • Deliver robust, scalable, and reproducible production code. • Push the envelope by developing methods for benchmarking that revamps how we assess the best LLMs for harmlessness and helpfulness. Your research will directly empower our customers to more feasibly deploy safe and responsible LLMs. • Co-author papers, patents, and presentations with our research team by integrating other members’ work with your vertical.
🎯 Requirements
• Domain knowledge in LLM evaluation and data curation techniques. • Extensive experience in designing and implementing LLM benchmarking, extending previous methods. Comfortability with leading end-to-end projects. • Adaptability and flexibility. In both the academic and startup world, a new finding in the community may necessitate an abrupt shift in focus. You must be able to learn, implement, and extend state-of-the-art research. • Preferred: past research or projects in benchmarking LLMs.
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