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Milan ShresthaMS
Open to opportunities

Milan Shrestha

@milanshrestha

AI engineer specializing in GenAI systems for medical document intelligence.

Nepal
Message

What I'm looking for

I seek hands-on AI/ML roles building production GenAI systems in healthcare, with emphasis on HIPAA-compliant engineering, model fine-tuning, scalable pipelines, and collaborative teams focused on impactful, well-engineered solutions.

I am an AI engineer focused on building GenAI-powered medical document processing systems that prioritize accuracy, scalability, and HIPAA-aligned workflows. I engineered OCR pipelines, custom indexing, and fine-tuned LLMs (3B and 8B parameters) to enable precise clinical summarization and deployed a GPU-optimized, asynchronous document-processing chatbot that raised throughput by 70%.

My work includes creating domain-specific datasets, implementing LoRA fine-tuning and model quantization to reduce computational overhead, and improving retrieval recall from ~60% to over 95% through structured query transformation and dynamic indexing. I combine practical engineering—using tools like RabbitMQ, LangChain, LlamaIndex, ChromaDB, and FastAPI—with strong collaboration and project management to deliver production-ready medical AI solutions.

Experience

Work history, roles, and key accomplishments

SI
Current

AI Engineer

Spiralogics International

Nov 2023 - Present (1 year 11 months)

Engineered a GenAI medical document processing system and deployed a scalable document-processing chatbot, boosting pipeline efficiency by 70% and improving retrieval recall from ~60% to over 95% while maintaining HIPAA-aligned workflows.

Education

Degrees, certifications, and relevant coursework

KC

Kantipur City College

Bachelor of Computer Application, Computer Application (Science & Technology)

2019 - 2024

Grade: CGPA 3.5/4

Completed a Bachelor of Computer Application with coursework in computer science and technology, focusing on software development and applied computing.

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Milan Shrestha - AI Engineer - Spiralogics International | Himalayas