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Atharva Bhide
Entry Software Engineer specializing in AI/ML and multimodal systems
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About
Built and shipped a production healthcare AI platform for a clinic in Brea, LA that combined LLM-based clinical report generation, voice agents for appointment workflows, and camera-based patient monitoring. Stands out for pairing multimodal AI architecture with production-grade reliability and compliance practices, while delivering concrete business results including 90% workflow automation, 200 hours saved per month, and a 60% improvement in customer retention.
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Key Strengths
- Shipped production LLM agents in a healthcare clinical environment
- Automated clinical reporting and patient interaction workflows
- Built reliable event-driven pipelines with failure isolation
- Implemented HIPAA-conscious security with JWT, Google OAuth, RBAC, and secure GCP storage
- Designed multimodal AI workflows combining voice, imaging, and camera streams
- Strong real-time video pipeline architecture using RTSP-to-WebRTC conversion and asynchronous processing
- Applied state machines, buffering, and backpressure to improve streaming reliability
- Established offline and online evaluation loops with latency, error, and false-positive monitoring
- Improved reliability by adding confidence thresholds and temporal smoothing
- Delivered measurable impact: 90% manual workflow reduction and 200 hours/month saved
- Improved customer retention by 60%
- Production deployment for a clinic in Brea, LA
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Experience
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3 publications
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