Summary
Binaya Shrestha is an AI Engineer with 10 years of experience who designs and deploys LLM-driven applications using LangChain, LlamaIndex, and a range of models from OpenAI and Anthropic to open-source Llama3 and Mistral. He pairs strong data engineering foundations—ETL, PostgreSQL/MySQL, Pentaho, and production skills with Docker and AWS services like Bedrock, Textract, S3, and Pinecone—to build robust RAG and document-processing pipelines. Binaya has a track record of migrating and optimizing large databases and ETL flows, improving performance and automation across finance and enterprise projects. He actively evaluates LLM behavior, minimizes hallucination through prompt engineering and model testing, and experiments with emerging tooling such as Groq and Tavily. Based in Osaka Prefecture with roots in Nepal, he combines pragmatic BI/database experience from banking and enterprise software with cutting-edge generative AI practice. Counting on AI, he brings a rare blend of hands-on data plumbing and LLM system design that accelerates practical AI adoption.
10 years of coding experience
8 years of employment as a software developer
+2 Science, Science, 59.80% [Second Division], +2 Science, Science, 59.80% [Second Division] at Damak Multiple Campus
Bachelor's degree, Computer Engineering, 65.49% [First Division], Bachelor's degree, Computer Engineering, 65.49% [First Division] at Kantipur Engineering College
English, Nepali, Hindi