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Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs ( e.g., LLaMA2, Zephyr. ) in medical Q&A applications, improving model performance by 2.01% . Efficiency Optimization: Utilized Low-Rank Adaptation (LoRA

. Work Experience Product Director • Twin Beans JanuaryOctober 2023 Establishment of Product Management Processes and Team Recruited and established a software agile development team from scratch, leading a product team of 6+ members. Developed cross-departmental collaboration processes, rapidly understanding market demands and feedback, securing landmark projects with National Taiwan University Hospital, Veterans General Hospital, and Chang Gung Hospital. Product Strategy Planning and Execution Formulated product strategies, gained the ability to handle big projects, and increased the value of projects by more than 5 times. By the end of 2023, over 80 operating rooms in Taiwan

demonstrate how to use the product, sell and promote the company's product. 3.Assist customers to understand the product and use it correctly. 4. Provide customer marketing or business consulting, publicize and implement the company's philosophy to customers 5.Promote drug review (responsible hospitals: National Taiwan University Hospital, Taipei Medical University Affiliated Hospital, Fu Jen Catholic University Affiliated Hospital, Taipei City United Hospital Department-he ping) Work experience :AugSep 2016 Title:Sales manager Company Name: 3M TAIWAN LTD, Taipei Major customers include hospitals, pharmacy chains, logistics providers, home health care. Responsible products

— GISH G SUMMARY Aiming to be a data scientist unicorn who excels at applied machine learning in a business/finance-related field. DevOps Engineer(Python) for Automatic Claim Processor (ACP) - OCR System (Hospital Diagnosis/Receipt). Applying tree-based algorithms to model Credit Scoring predictions in the finance industry. Achieving Hyperautomation through AI and RPA, which uses a special set of tools to automate tasks. Working Experience NovNow Artificial Intelligence Engineer @ CTBC Taiwan Life Insurance AI Team DevOps Engineer(Python) for Automatic Claim Processor (ACP) - OCR System (Hospital Diagnosis/Receipt) 1.

Auditor LDTs Medical Lab Taiwan Genomics and Genetics Society (TGGS) Technologist, Reporting and Issuing Int Medical Technologist American Society for Clinical Pathology (ASCP) Medical Technologist (ASCPi) Education National Taiwan University, Graduate institute of clinical medicine Doctor of Philosophy • FebMar 2024 Research Topic: Mitochondria, Regression models, Machine learning New South Wales University (Australia), Graduate school of biomedical engineering Master exchange • JunJun 2011 Research Topic: Perlecan purification and analysis (Human colorectal cance model) National Taiwan University, Graduate institute of Clinical Laboratory Master of Medical technology •Research Topic: Acute leukemia, Erythroblastosis, Telomeres National Taiwan University, Clinical Laboratory and Medical Science Bachelor of.

The Investigator Taiwan 社長 醫師、攝影師。臺北，臺灣。 [email protected] ;https://www.flickr.com/photos/oscar56312/albums 學經歷 國立臺灣大學醫學系 School of Medicine, National Taiwan University M.D.,（七年制） 臺灣大學附設醫院 NTU Hospital Intern (一般外、整外、麻醉、急診、耳鼻喉, 2018/May/May 成功大學附設醫院 NCKU Hospital Intern, 皮

Rendi Hartono Hello, my name is Rendi. I have worked for more than four years in international business and hospitality industries. I had been working as a distributor key account management for APAC region to increase communication for high-end electronic products, quality control experience, new products launching and releases, and familiar with sportswear goods, smart watch, electronic devices and social media business development. B2B and B2C Marketing, eBay, Yahoo action and customer service run well in my daily activity. I earned my degrees from NTUST 國立台灣科技大學 - Taipei, Taiwan