Machine Learning Engineer
Current1. Developed and implemented a custom entity extraction model using Google Cloud Platform andVertex AI, enhancing information extraction efficiency by 70%.2. Designed an API using FastAPI that integrates OpenAI, Prompt Engineering, LangChainFramework, and Google Vision OCR, extracting over 60 pieces of information with an 90%success rate.3. I collaborated with product managers to grasp client requirements and then translated them intomachine learning solutions.4. Developed OCR-based PDF and image text converters and format converters as an API andsignificantly enhancing workflow efficiency for internal use and customer demonstrations.5. Implemented Python techniques to remove junk pages from PDF files, achieving a 100% successrate and improving workflow efficiency