Software Engineer & Research- Backend development- AI research on volumetric datahttps://steinfeld.co/

Embedded SW Engineer in Laundry Washer team.Patents Submitted:- Systems and methods for using artificial intelligence to perform detergent dispenser diagnostics in a washing machine appliance - Systems and methods for detecting lint aggregation in a dryer appliance- Systems and methods for monitoring turn-over performance- Method of using image recognition to prevent color contamination issues in a laundry appliance

Advisor: Prof. Umakishore Ramachandran- Participated in Rewind project as a core member for four semesters- Developed the control plane components of the system- Developed the end-to-end testing libraries for the Rewind systemBrief introduction to Rewind project : https://ne1114.github.io/

• Firmware development mainly in C. Implemented functionality for device communication with the user's mobile app through VoIP, debugging and improving the quality and robustness of communication. • Changed the way that device connected to access point. Avoiding the low-reliability of the previous method and enhancing the user experience.• Made use of various functionalities provided from Azure IoT hub such as ‘device-twin’, ‘device-message’, ‘device-method’, etc. and allowed device… Show more • Firmware development mainly in C. Implemented functionality for device communication with the user's mobile app through VoIP, debugging and improving the quality and robustness of communication. • Changed the way that device connected to access point. Avoiding the low-reliability of the previous method and enhancing the user experience.• Made use of various functionalities provided from Azure IoT hub such as ‘device-twin’, ‘device-message’, ‘device-method’, etc. and allowed device system change (volume, brightness, booting, etc.) from the mobile app• Worked on 5 different sensors (environmental, light, PIR, accelerometer, microphone) manipulated configurations to gather correct information about the surrounding area. And using these data tried to infer the activity around the device. Show less

Database Artificial Intelligence(DI)lab team projectIndividual study, Korea Advanced Institute of Science and TechnologyAdvisor: Prof. Steven Euijong Whang• Participated in a corporate project, prediction with maximum recall on detecting defects on machinery part’s surface based on image data • Worked on labeling functions for weakly labeling image data to be used for training generative model (Snorkel library) • Studied machine learning, database management system, data… Show more Database Artificial Intelligence(DI)lab team projectIndividual study, Korea Advanced Institute of Science and TechnologyAdvisor: Prof. Steven Euijong Whang• Participated in a corporate project, prediction with maximum recall on detecting defects on machinery part’s surface based on image data • Worked on labeling functions for weakly labeling image data to be used for training generative model (Snorkel library) • Studied machine learning, database management system, data mining Show less

KAIST-SNU Agriculture & IT joint undergraduate Research ProgramResearch program initiated by Korea Ministry of Agriculture, Food and Rural AffairsAdvisors: Prof. MyeongCheol Park(KAIST), Prof. Chan Lee(SNU)- Research proposal, identifying the major issue in agriculture in Korea, proposing a solution- Smart secretary application using government API to provide on-time support to address the increasing failure of farming by growing rural migration population

Served Military service as an Auxiliary Police in Seoul, South Korea- Leaded a platoon - Managed whole unit's budget (1 million dollar annually)