Experience
SH
USA · Remote
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- Owned the end-to-end EMR-to-reporting pipeline - consistent, durable, audit-ready clinical workflows at production scale.
- Shipped a multi-agent LLM orchestration system automating patient-priority scheduling and hospital task routing.
- Built a RAG-based clinical context engine on Amazon Bedrock - retrieving relevant patient history per visit and generating concise doctor-ready summaries.
- Built a real-time patient behaviour monitoring system detecting fall risk, respiratory distress, and onset of illness before adverse events occur.
DR
Bangalore, India
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- (Details limited due to DRDO confidentiality policies.)
- Implemented state-of-the-art algorithms for angle estimation and adaptive jamming suppression for operational airborne radar systems.
- Architected a high-performance monolithic system with distributed compute for deterministic real-time radar signal processing.
- Engineered a real-time pre-emptive EDF scheduler on bare-metal hardware and Fedora Linux for hard-deadline radar workloads.
Projects
RV
Live Product
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- Built and launched an AI-native outreach platform that leverages LLMs to generate hyper-personalised advertisement copy and automate multi-channel campaigns at scale.
- Designed a multi-agent AI pipeline that autonomously researches targets, crafts contextual messaging, and optimises delivery timing to maximise engagement.
- Architected the full platform - from AI inference layer to production-grade APIs - handling end-to-end campaign lifecycle management for real users.
HL
Open Source
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- Built a rigorous pipeline to detect LLM hallucinations using token log-probabilities and semantic similarity, with multi-stage factual verification.
- Implemented cross-reference checks, statistical scoring, and factual consistency modelling to systematically quantify model reliability.
- Delivered a real-time 0-100 confidence scoring system providing interpretable trustworthiness signals for any LLM response.
Technical Skills
AI / ML
Cloud
HPC
Languages
Web & APIs
Healthcare
Contact
Let's work together
Open to full-time roles, freelance, and interesting collaborations in AI and systems engineering.
✉ satviksingh1000@gmail.com