Experience

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  Syracuse university school of information studies

  Aug 2016 - May 2018

  • Conducted in analytical research and presentations on modern information technology trends• Cooperated in functional teams with information studies graduate students for analytical research with python • Participated in information security research and white hat hacking activities using Kali Linux.

  • Korea Information Technology (KIT) Executive

    Aug 2016 - May 2018

  • Information Security Club Member

    Aug 2016 - Dec 2016
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  Major league baseball

  Oct 2017 - Oct 2017

  Major league baseball(mlb) college challenge

  • Participated in a functional team to analyze and conduct technological ideas to incorporate into the digital enterprise of Major League Baseball's Advanced Media division(MLB.com).

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  Rok army logistics command

  Aug 2018 - Mar 2020

  Intelligence operations & information system analyst

  • Configured & administrated information intelligence systems to ensure comprehensive military operations and improve communicational information system functionalities.• Coordinated and evaluated military logistics databases for international military supplies to achieve optimal architecture• Administrated intelligence network systems and backend server configuration for cyber security threat assessments• Comprehensively audited and coordinated military information systems as an information security analyst against external information security threats.• Participated in the US-ROK joint training related to military logistics as a military translator. Show less

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  Humanid - one-click anonymous sign on

  Jul 2021 - Nov 2021

  Data analytics seo inbound marketing intern

  • Analyzed key performance indicators through data analytics for search engine optimization• Conducted website traffic analysis to distinguish internal and external traffic of weekly visitors • Extracted and processed weekly traffic from Google analytics console for data analysis to target customer preferences

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  At&t

  Jul 2021 - Jul 2021

  2021 at&t summer learning academy extern

  • Acquired professional development along with business and technical acumen across 80 hours of online learning• Gained insights and advice on business, leadership, technology and career from business executives and recognized experts• Completed entry-level training in technology, finance, marketing media, communication, and leadership

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  Data science institute at vanderbilt university

  Jun 2022 - Aug 2022

  Data science for social good fellow

  • Developed a machine-learning python application with transformers to generate professional emails for neurodivergent users for the Frist Center for Autism and Innovation Center in Vanderbilt University.• Configured email prompts with parameters to train NLP models through GPT-3, T0pp, and Bloom for email assistant performance testing.

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  Vanderbilt university - owen graduate school of management

  Sept 2022 - Jul 2024

  • https://www.negotiationandteamresources.com/ • Directed a functional team of graduate data scientists, ensuring efficient collaboration and timely completion of project deliverables.• Developed an NLP machine learning model by fine-tuning GPT-3 Davinci through OpenAI using negotiation transcripts, resulting in the generation of text recommendations for diverse negotiation situations, thereby providing valuable insights for decision-making processes.• Configured a transformer classification model to accurately categorize each sentence within negotiation transcripts into a negotiation coding scheme, using domain adaptation and fine-tuning methods to achieve enhanced classification accuracy.• Implemented a data pipeline for integration of negotiation transcripts into the model development process, while optimizing data availability and quality through configuration and preprocessing of the negotiation database for effective model fine-tuning.• Lead a functional data science team by directing and completing project deliverables with the collaboration with the Northwestern Kellogg School of Management and Vanderbilt MBA Owen Graduate School of Management with guidance from Professor Jesse Spencer Smith and Professor Ray Friedman. Show less

  • Faculty AI Data Science Researcher

    May 2024 - Jul 2024

  • Lead AI Data Science Researcher

    Sept 2022 - May 2024

  • AI Data Science Researcher

    Sept 2022 - Dec 2022
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  Vanderbilt university medical center

  May 2023 - Aug 2023

  Associate enterprise analytics consultant

  • Delivered data-driven insights and solutions for the Vanderbilt Adult Medical hospital, utilizing Microsoft Azure Databricks and Tableau, addressing complex issues pertaining to health outcomes, patient flow, and staffing.• Conducted data analysis using Python and Microsoft Databricks, specifically employing random forest for feature importance analysis to identify key factors impacting Press Ganey customer satisfaction scores in the emergency department.• Utilized Apache Spark SQL to extract and process mortality deterioration index databases, providing valuable data-driven insights for medical professionals.• Configured and presented Tableau dashboards to medical clients, supporting their management efforts by tracking and optimizing compliance rates. Show less

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  Department of special education, vanderbilt university, peabody college

  Aug 2023 - Apr 2024

  Ai data science researcher

  • https://learlab.org/• Designed and built AI intelligent tutor embedded LLM chatbots with RAG, facilitating users in their learning programming and mathematical journey.• Implemented a guardrail model from Nvidia using open source LLMs and LangChain to provide guided feedback and user direction.• Configured and maintained a cloud frontend steamline that supports open source LLM models such as Llama2, Vicuna, and Wizardlm.• Collaborated with a multidisciplinary team of graduate researchers, ensuring streamlined collaboration and adherence to research timelines that associated with Carnegie Mellon University, Cornell University, and Georgia Tech Show less

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  Vanderbilt university medical center

  Jan 2024 - May 2024

  Ai data science researcher

  • Project: Hearing Speech Pattern Analysis for Post-Cleft Palate Surgery Rehabilitation• Presented at the 2024 Voice AI Symposium : https://www.b2ai-voice.org/voice-ai-symposium.php• Collaborating with Dr. Matthew Pontell, a surgeon specializing in cleft palate correction at the Vanderbilt University Medical Center, to address post-surgery speech impediments.• Paper under Review: Automatic Speech Recognition Model Utilization for the Detection of Velopharyngeal Dysfunction• The project aims to create a Audio Whisper machine learning model that analyzes audio to diagnose soft palate dysfunction, traditionally assessed by speech pathologists through auditory examination and imaging. Show less

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  Deloitte

  Jul 2024 - now

  Gen ai data scientist & developer

  • Consultant within Deloitte Consulting’s Strategy & Analytics (S&A) practice, specializing in Applied AI & Data Science solutions.• Clients include major companies/organizations in: Tech, Medical Healthcare, Finance, Insurance, and the US Federal Government• Configured cloud end-to-end, domain-specific Large Language Model (LLM) applications tailored for clients with high privacy requirements.• Engineered and deployed AI solutions leveraging Llama on Microsoft Azure cloud infrastructure to meet client-specific requirements• Configured AI agents using AWS EC2 with Bedrock and Claude to implement Retrieval-Augmented Generation (RAG) based agents.• Successfully delivered comprehensive AI-driven solutions, meeting client objectives and enhancing operational efficiency. Show less