Sang-Heon Lee Email and Phone Number

GenAI Agile Project Manager (Specialties: Hybrid Cloud Solutions and Data Platforms)IBM Consulting & Technology Interlock Supporter• Presented recent AI & data analysis technologies with creative reinterpretations and business context for Samsung Electronics• Played a key role in Samsung Electronics client relations management• Led the engagement of a new business relationship with a partner solution provider• Contributed in two accepted business proposals

The AI Research Lead of TmaxSoft; responsible for developing new AI technologies in business context• Led a unique development of a strategically competitive and cost-effective RAG engine (plus its data architecture), with a net ten M/M• Won the 1st GenAI contract of the company with the Industrial Bank of Korea (IBK) by delivering three AI technology and product strategy lectures• Independently wrote the BM and technology sides of four business proposals (all accepted)• Designed and delivered seven AI product and strategy promotion lectures at customers' requests• Managed and taught interns from diverse universities and backgrounds• Employed the LLM inference optimization strategy

• Provided creative insights into language models, independently devised a novel and powerful similarity-determining method for sequence information based on the innovative utilization of the language model and information theory - patent pending• Derived and documented critical ideas on principles of DB attribute-based matching algorithms that combine psychology and engineering• Proposed the research direction for the sentiment analysis of text, including Speech-to-Text noise, with the successful initial results• Assisted and communicated with the product management team

Appointed as the Head Researcher of the Division of AI Research in less than ten months- NOT responsible for Tmax SuperWeek 2022; contacted by Meta Inc. to discuss a technical leadership role in their London ML engineering team• Designed the first major B2C service idea, which became one of the most prioritized business goals and the company's mission• Built a creative and comprehensive research roadmap for the Korean text sentiment analysis• Redefined and solved the requirements of the 1st year task of the Korea Evaluation Institute of Industrial Technology (KEIT) funded project on Korean text sentiment analysis and presented the results• Presented the agenda of the 2nd year task of the KEIT-funded project on multi-dimensional intention classification• Analyzed and dealt with NVIDIA Triton Inference Server• As the tech lead and product manager of an AI voucher project, which I won with another staff, 1) wrote the problem statements and data labeling guidelines with the PM and PL, 2) designed the research and implementation direction followed by a successful result, 3) adequately communicated with the customer

• Led a small junior team to deliver an LLM-based chatbot prototype for the Industrial Bank of Korea• Designed and implemented a strategic high-performance RAG & data architecture and two novel question recommendation algorithms• Provided ten original LLM & NLP education sessions for the project members, followed by a high satisfaction rate

Public blockchain protocols, IPFS and IPFS Cluster

• Wrote a code to resolve a medical image data preprocessing problem• Secured and augmented various datasets in Korea and abroad to construct a comprehensive dataset to solve an image recognition problem• Contributed as a project leader, conducting primary research on OCR/NLP/DL, planning service development, building prototypes, and designing service strategies

Classes:• Introduction to Entrepreneurship (international)• Innovation Strategy Practice for Startups • Law, Technology, and Innovation

Tesser is an ambitious startup, selected for the 1st Microsoft Launcher Program in Korea and the first early-stage startup winner of the 5th Health X-Challenge for open innovation partnership with Novartis• Redefined problems for the company's service and got the CEO's approval• Designed and conducted experiments to discover appropriate language models and their applications• Secured relevant datasets and communicated with data providers such as Mayo Clinic

• Wrote blog posts about science and AICT's technologies• Interviewed the tech startups at AICT

Machine learning, feature engineering, systems biology

가온플러스독서실 강남점 저녁/야간 매니저

Monte Carlo simulation, radiation measurement experiments, machine learning

Class: English Structure and Grammar (international)

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