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Arjun Shrestha
Intern AI/GenAI Engineer specializing in NLP, RAG, and Snowflake Cortex
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About
Built and deployed a production AI invention/patent review platform that compares invention submissions against patent rules to provide instant feedback, reportedly cutting legal team review time by ~80%. Learned Snowflake Cortex LLMs and production deployment (Docker + AWS) on the job, and validated system quality through human-in-the-loop testing with experienced legal stakeholders.
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Key Strengths
- Built and deployed an AI invention/patent pre-processing platform for legal teams
- Delivered ~80% time savings for legal patent/invention review workflow
- Rapidly ramped on new platform (Snowflake Cortex LLMs) via documentation-driven learning
- Deployed production application using Docker and AWS with support from senior engineers
- Pragmatic evaluation approach using expert legal stakeholders to validate AI outputs
- Model selection based on token limits and input complexity
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