Amrutha Kanakatte Ravishankar
Artificial Intelligence Researcher @Walletgyde
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WORK HISTORY
Artificial Intelligence Researcher @Walletgyde
US
Leads AI Alpha Testing & Quality Evaluation for the WalletGyde chatbot, assessing performance across financial personas with a focus on accuracy, reasoning, user trust, and tool-calling reliability.• Drives Insight-Based AI Improvements by identifying behavioral patterns, failure modes, and edge cases, and translating findings into actionable enhancements across prompts, retrieval (RAG), and system logic.• Collaborates Cross-Functionally with AI, Data, and Engineering Teams to strengthen feedback loops, improve data alignment, and ensure the chatbot meets beta readiness standards for financial guidance and user experience.
EDUCATION
JSS SCIENCE AND TECHNOLOGY UNIVERSITY
Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering
Stevens Institute of Technology
Master of Science - MS, Computer Science
ABOUT AMRUTHA KANAKATTE RAVISHANKAR
I build AI systems that solve real problems in healthcare and beyond.At PONS, I developed StyleGAN2 architectures that achieved 4× super-resolution enhancement across medical imaging scans and reduced MRI noise artifacts by 35dB. I built CT-to-MRI translation systems using Pix2Pix, achieving an SSIM of 0.89 for cross-modality diagnostics.At Stevens, I\'m developing LLM-powered database querying systems using RAG for clinical data (VAERS), evaluating performance across 1,200+ query scenarios. I\'ve published research in medical imaging, robotics, and ML security.Currently seeking ML Engineer or AI Research Engineer roles in healthcare AI, computer vision, or production ML systems where I can deploy deep learning at scale.Building medical AI or computer vision systems? Let\'s talk.
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