Sudarshan Ryali
AI/ML Engineer | Generative AI & LLM Specialist | MLOps & Cloud AI Deployments (AWS | Azure | GCP)
- Role
- Genai Engineer at Doublene Technology LLC
- Location
- Pittsburgh, PA, US
- LinkedIn followers
- 500 followers
About Sudarshan Ryali
AI/ML Engineer with over 5 years of experience delivering scalable, production-ready AI…
Experience
Genai Engineer
Jun 2023 — Present · Austin, TX, US
Engineered scalable APIs to deploy generative AI models supporting diverse enterprise use cases, resulting in a 50% increase in application adoption across departments.• Implemented advanced data augmentation techniques for training datasets, boosting model generalization and reducing error rates in language understanding tasks by 22%.• Leveraged LLMs and Langchain to build contextual AI-driven assistants, improving response accuracy and streamlining enterprise knowledge workflows by 35%.• Automated monitoring and anomaly detection for AI model outputs using custom dashboards, enabling rapid detection of model drift and reducing issue resolution time by 40%.• Collaborated closely with UX designers to optimize AI-driven conversational flows, increasing user retention rates by 29% in customer-facing applications.• Integrated multi-modal AI combining text, image, and speech data, enhancing product features and expanding market reach by 18%.• Conducted regular security and compliance audits on AI pipelines, ensuring 100% adherence to data privacy standards and reducing potential risk exposure by 45%.
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