Open to opportunities

Jenny Kim

@jennykim2

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Experienced Machine Learning Engineer specializing in NLP and AI systems.

United States

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What I'm looking for

I am seeking a role that fosters innovation and collaboration, where I can contribute to impactful AI projects and continue to grow professionally.

I am a Machine Learning Engineer with over 8 years of experience specializing in Speech Recognition, Natural Language Processing (NLP), and Large Language Models (LLMs). My expertise lies in developing scalable AI systems that effectively solve real-world problems. At Got It AI, I successfully developed a 'Truth Checker' that reduced the LLM hallucination rate by 2%, surpassing the benchmark set by GPT-4. My work in model optimization led to a 96% reduction in model size while significantly improving inference speed through Knowledge Distillation.

Previously, I worked as a Machine Learning Researcher at ETRI, where I contributed to the development of multi-language speech recognizers and played a key role in creating the official AI translator for the PyeongChang 2018 Winter Olympics. My technical skills include advanced algorithms for voice input processing and the design of automated data pipelines. I am passionate about leveraging my skills to push the boundaries of AI technology and contribute to innovative projects.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer

Got It AI

Jan 2022 - Present (3 years 7 months)

Developed 'Truth Checker' to reduce LLM hallucination rates by 2%, outperforming GPT-4's benchmark. Optimized models by reducing size by 96% and improving inference speed through Knowledge Distillation.

LLM Optimization Prompt Engineering MLOps Voice Input Processing Form Detection

Machine Learning Researcher

ETRI

Feb 2017 - Present (8 years 6 months)

Researched and developed multi-language speech recognizers, including Acoustic models and End-to-End models. Contributed to the PyeongChang 2018 Winter Olympics official AI translator, supporting real-time speech translation for 13 languages.

Speech Recognition Language Models Lexicon Technical Support Korean Spontaneous Speech Database

IT Consultant Intern

Hewlett-Packard

Jul 2014 - Present (11 years 1 month)

Provided IT consulting services to SK Telecom. Focused on solutions utilizing NFC and SDN technologies.

IT Consulting NFC SDN Technologies

Education

Degrees, certifications, and relevant coursework

Gwangju Institute Science and Technology (GIST)

Master, Electrical Engineering And Computer Science

2015 - 2017

Activities and societies: Main research field: Speech Recognition Thesis: Modified loss function for pre-training with Autoencoders Supervisor: Prof. Jong Won Shin

Focused on speech recognition, with a thesis on modified loss functions for pre-training with Autoencoders. Gained expertise in advanced electrical engineering and computer science concepts.

Ajou University

Bachelor, Digital Media

2011 - 2015

Activities and societies: The Grand Prize, Final Project ofAndroid and Java Framework Expert Program, Korea Software Technology Association, 2013.

Studied Digital Media, gaining foundational knowledge in the field. Completed a final project that earned The Grand Prize from the Korea Software Technology Association.