• Architect and deliver production agentic workflows • Own the design of LLM-powered content enrichments • Lead the technical direction for tool-augmented LLM systems • Make architecture-level decisions about model usage • Define structured prompting standards and schemas • Set the bar for how NewsWhip evaluates LLM systems • Own guardrails for safety and output consistency • Build observability into every LLM feature • Make pragmatic trade-offs between model quality, latency, and cost • Evolve the embedding and semantic search infrastructure • Improve retrieval relevance • Partner with Product and UX • Lead technical design discussions • Raise the bar through code review and mentorship • Evaluate emerging models and frameworks

Role Description GD Resources LLC is seeking a Board-Certified Radiology Physician to provide remote (teleradiology) services to patients of the U.S. Department of Veterans Affairs (VA), supporting the Asheville VA Medical Center in Asheville. The selected contractor will deliver high-quality diagnostic interpretations across multiple imaging modalities while adhering to the standards set by the American College of Radiology and all VA regulatory and credentialing requirements. Key Responsibilities - Provide remote interpretation of diagnostic imaging studies, including: - CT - MRI - Ultrasound - Nuclear Medicine - PET/CT - Specialized exams (e.g., cardiac CT, prostate MRI) - Deliver accurate, timely, and clinically sound radiology reports - Communicate critical findings in accordance with VA protocols - Utilize VA-approved PACS and EHR systems securely - Comply with ACR Practice Parameters and VA clinical standards - Adhere to VA Medical Staff By-Laws, policies, and telemedicine requirements Scope of Work - High-volume teleradiology services, including: - Approximately 1500 CT exams annually - Approximately 1000 MRI exams annually - Additional studies across multiple modalities and subspecialties - Coverage includes both general and specialized radiology services Qualifications - Active, full, and unrestricted license to practice medicine in a U.S. state, territory, or the District of Columbia - No history of license suspension, restriction, revocation, or denial - Board Certified in Radiology - Maintenance of certification required with annual documentation - Must successfully complete VA credentialing and privileging process prior to providing services - Enrollment in the VA VetPro system required - Ability to obtain privileges for telemedicine services at the VA facility - Credentialing timeline typically 60–90 days - Demonstrated expertise in multi-modality imaging interpretation - Fluency in English (written and verbal) - Ability to work independently in a remote environment - Verifiable education, training, and employment history required - Maintain all required Continuing Medical Education (CME) credits - Provide CME documentation upon request - Compliance required for ongoing privileging - VA Privacy and Information Security Awareness (annual) - HIPAA Training (annual) - Compliance Awareness Training (within 90 days and annually thereafter) - Additional VA-required training as applicable - Secure, VA-compliant remote workstation - High-speed, reliable internet connection - Ability to access VA systems via approved secure channels - Compliance with all data security and patient privacy standards - Existing or supported IT Memorandum of Understanding (MOU) required Work Location - Remote (Teleradiology) - Supporting Asheville VA Medical Center, Asheville Equal Opportunity Employer GD Resources LLC is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.

• Own the AI product roadmap and execution • Ensure AI is embedded in operations and workflows • Drive transition to agentic development in engineering • Make key architectural decisions for AI • Align AI strategy across product, engineering, and data • Build and retain an exceptional AI team

Role Description We’re looking for Medical Doctors to help train and evaluate cutting-edge AI models. If you have the necessary experience, we’ll send you a quick test to assess your skills and suitability for AI tasks. If successful, you’ll be invited to join Prolific as a Domain Expert participant, where you’ll get paid to train and evaluate powerful AI models. Researchers looking for your skills tend to pay $80-$150/hr per AI task completed depending on skills and experience level. You must be prepared to complete paid tasks that require one hour of uninterrupted work, though many are shorter. Qualifications - Verified status as a medical doctor (e.g., current license/registration in good standing; board certification or equivalent where applicable) - Recent clinical experience and comfort in evaluating clinical reasoning and decision-making - Willingness to complete a short skills/eligibility screener to join our Domain Expert pool - Strong attention to detail and the ability to focus on complex tasks for up to one hour - A reliable, fast internet connection and access to a computer - Willingness to self-declare earnings (participants are self-employed) - A PayPal account to receive payments from our clients Requirements - Reviewing AI-generated responses to clinical scenarios and rating them for accuracy, clinical appropriateness, safety, and reasoning quality - Comparing multiple model answers and selecting/justifying the best response - Writing improved exemplars, rationales, or structured feedback to help models learn where they fall short Benefits - Chance to influence the AI models of the future using professional legal expertise - Competitive pay rates - Flexible hours - Ability to work from home