1019 - Greeting, everyone!I’m an AI + Full St...
Greeting, everyone!
I’m an AI + Full Stack Engineer focused on building production-grade AI systems for Healthcare, covering clinical NLP, lab/blood work workflows, medical imaging, and patient-facing AI applications.
I also build LLM systems, autonomous agents, workflow automation, and multimodal AI (text · voice · vision).
Core Skills :
• Healthcare AI pipelines: document/PDF extraction + OCR, normalization, reference-range flagging, longitudinal trend analysis
• Clinical NLP: NER + linking, terminology mapping (SNOMED-CT/UMLS, LOINC-ready workflows), structured signal extraction from notes
• Medical imaging AI: preprocessing transforms, training/inference pipelines, evaluation workflows, generative imaging experiments
• LLM systems for Healthcare: orchestration (ReAct-style tool use), safety guardrails, grounded generation, traceable reasoning and outputs
• Agentic AI systems: multi-agent workflows, tool calling, memory, human-in-the-loop review, production chatbots/copilots
• RAG + knowledge systems: vector DBs, hybrid search, clinical knowledge bases/biomarker catalogs, custom retrievers
• Full-stack delivery: React/Next.js, FastAPI/NestJS, secure APIs, role-based access, production deployment patterns
• Automation & integrations: workflow orchestration, webhook-based integrations, data validation, monitoring and observability (n8n, Zapier, Make, GoHighLevel, custom APIs)
If you’re building AI production systems or an AI + Healthcare product and need someone who can ship reliable systems, I’m happy to connect with you.
I’m an AI + Full Stack Engineer focused on building production-grade AI systems for Healthcare, covering clinical NLP, lab/blood work workflows, medical imaging, and patient-facing AI applications.
I also build LLM systems, autonomous agents, workflow automation, and multimodal AI (text · voice · vision).
Core Skills :
• Healthcare AI pipelines: document/PDF extraction + OCR, normalization, reference-range flagging, longitudinal trend analysis
• Clinical NLP: NER + linking, terminology mapping (SNOMED-CT/UMLS, LOINC-ready workflows), structured signal extraction from notes
• Medical imaging AI: preprocessing transforms, training/inference pipelines, evaluation workflows, generative imaging experiments
• LLM systems for Healthcare: orchestration (ReAct-style tool use), safety guardrails, grounded generation, traceable reasoning and outputs
• Agentic AI systems: multi-agent workflows, tool calling, memory, human-in-the-loop review, production chatbots/copilots
• RAG + knowledge systems: vector DBs, hybrid search, clinical knowledge bases/biomarker catalogs, custom retrievers
• Full-stack delivery: React/Next.js, FastAPI/NestJS, secure APIs, role-based access, production deployment patterns
• Automation & integrations: workflow orchestration, webhook-based integrations, data validation, monitoring and observability (n8n, Zapier, Make, GoHighLevel, custom APIs)
If you’re building AI production systems or an AI + Healthcare product and need someone who can ship reliable systems, I’m happy to connect with you.
