Chloe Kim Email and Phone Number
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I have built expertise in analyzing clinical research data and developed a data model of a centralized genetic database for prostate cancer patients by collaborating with oncologists, data scientists, and engineers at Memorial Sloan Kettering Cancer Center. My project with UCSF focused on implementing the algorithm/pipeline to facilitate the process of automating the extraction of unstructured clinical notes from EMR. Now, I'm using my NLP/DL skills and biomedical background in different clinical pharmacology projects (pre-clinical) to facilitate oncology drug discovery at Genentech
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Sr Computational ScientistGenentech Jul 2022 - PresentSouth San Francisco, California, UsgCS (Computational Sciences), Machine Learning & Trial Design (MLTD), Biology Research & AI Development (BRAID)•Develop a patient representation using different data modalities (eg. clinical/EHR data, molecular data & imaging data) & LLM/KG to facilitate downstream tasks (eg. target identification, patient treatment response, patient recruitment etc)•Apply machine learning & deep learning techniques within the biomedical domain (eg. Building a clinical foundation model to facilitate drug discovery & development•Manages co-ops & interns and supervises work, provides solutions to any problems that arise, provides project strategy, direction and scope
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Nlp EngineerGenentech Jul 2020 - Jul 2022South San Francisco, California, Us•Working & Managing a knowledge graph network analysis project to predict adverse events (eg. Drug-Induced Liver Injury, AMD Disease, immunogenicity prediction)•Manages co-ops & interns and supervises work, provides solutions to any problems that arise, provides project strategy, direction and scope•Built our own knowledge graph to integrate public, internal & external data•Apply machine learning & deep learning techniques within the biomedical domain- Build & implement NLP models (eg. BERT/BioBERT)- Apply different NLP capabilities (Named Entity Recognition, Relation Extraction, Semantic Extraction & Text Classification, Entity Association) on specific data such as an internal (PK/PD, safety, biomarker) & external (PubMed, clinicaltrials.gov, FAERS, Marketscan) and help scientists' answer scientific questions- Manage different clinical pharmacology use cases and apply NLP strategies to facilitate scientists' research (fields include: cancer vaccine, gene therapy, pediatric oncology, PBPK, PTPK, oncology, toxicology, biomarker development)
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Nlp Engineer LeadUniversity Of California, San Francisco Sep 2019 - May 2020San Francisco, California, Us•Evaluated the accuracy of extracted information from Apache cTAKES (most commonly used clinical system for large-scale data analysis) by leveraging NLP techniques such as stemming, lemmatization using Python•Performed data analysis using different machine learning models (eg. random forest, logistic regression, neural network) and evaluated model performance•Trained a machine learning model with user data and incorporated various natural language processing (NLP) metrics (BLEU, Cosine Similarity, Jaccard and Levenshtein distance) to provide confidence score to users using UI system designed with Flask•Facilitated the overall data extraction process and increased reliability of the current clinical extraction system, maximizing the benefit of its usage by researchers and doctors to give more personalized treatment and high-quality care to patients -
Research Project Associate At Genitourinary Oncology ServiceMemorial Sloan Kettering Cancer Center Jun 2016 - Aug 2019New York, Ny, Us•Developed a data model to build a genetic database for the prostate cancer patients using the REDcap by working with data scientists, engineers and clinicians•Analyzed and interpreted a large amount of data from blood draws and MSK-IMPACT (FDA approved genomic tumor profiling in CLIA certified lab) to answer scientific questions utilizing Backend of Microsoft Access•Provided data support in validating an assay that can detect blood biomarkers in prostate cancer patients by working with BloodPAC (founded under Moonshot project by the former vice president Joe Biden) members•Managed multiple bio-specimen trackers and ensured data integrity, accuracy and resolved database inconsistencies by communicating with various departments, MDs and nurses •Collected and maintained clinical data for correlative research projects, databases, and clinical trials by reviewing electronic health records (EHR/EMR), existing databases, and other resources under Institution, State and Federal regulations to ultimately develop treatment strategies and predictive biomarkers in prostate cancer patients•Prepared and lead the weekly Biomarker Imaging Meeting where a list of a complicated case of prostate cancer patients get reviewed by experts from Interventional Radiology, Surgery, and Genitourinary Oncology -
Research AssistantNew York University Sep 2015 - May 2016New York, Ny, Us[Dr. K. Levon's Organic Electronics Laboratory]•Examined and analyzed the effect of potassium using different Ionic Selective Electrodes on the different chemical used to control epileptic reactions such as phenyl barbital and used potentiometry to further find usage in early diagnosis of epilepsy -
Research Assistant @Neurophysiology LabKonkuk University May 2015 - Aug 2015Seoul, Kr[Dr. J. Chung's Neurophysiology Lab]•Performed field recording of rat brain slices while giving LTD(Long Term Depression) and LTP(Long Term Potentiation) stimulation and analyzing the data using WinLTP• Made rat brain sections and experimented whether the cannula has properly targeted the Lateral Habenula using different techniques such as sectioning using microtome and Nissl staining -
Biomedical Engineer InternHackensack University Medical Center Jul 2014 - Feb 2015Edison, New Jersey, Us• Performed electrical safety test on biomedical devices in the hospital and assure no patients get injured• Fixed and repaired all the defective and malfunctioning biomedical devices -
Student InternDr.S.M. Kibrea'S Office Jun 2014 - Aug 2014•Shadowed and assisted doctor using medical approach to observed and examine patients•Revised patients' charts and attained information by interacting and communicating with patients and family members
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Lab Assistant CoordinatorNew York University Jun 2013 - Dec 2013New York, Ny, Us[NYU Biomolecular Science Program]• Managed and monitored all the lab assistants, organized all the exams, schedules, supplies of the program• Maintained events in the program by cooperating with coordinators and professors
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Lab AssistantNew York University Feb 2013 - May 2013New York, Ny, Us[NYU Biomolecular Science Program]• Oversaw and organized the lab by assisting teaching assistants prepare chemicals and set up the experiment• Proctored and framed exams by cooperating with coordinators and professors
Chloe Kim Skills
Chloe Kim Education Details
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University Of California, BerkeleyBioengineering And Biomedical Engineering -
Weill Cornell Graduate School Of Medical SciencesIntro To R Programming In Translational Medicine
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New York UniversityChemical Engineering
Frequently Asked Questions about Chloe Kim
What company does Chloe Kim work for?
Chloe Kim works for Genentech
What is Chloe Kim's role at the current company?
Chloe Kim's current role is AI Scientist @ Genentech | LLM & Knowledge Graph | UC Berkeley MEng 20'.
What is Chloe Kim's email address?
Chloe Kim's email address is ks****@****nyu.edu
What is Chloe Kim's direct phone number?
Chloe Kim's direct phone number is +120146*****
What schools did Chloe Kim attend?
Chloe Kim attended University Of California, Berkeley, Weill Cornell Graduate School Of Medical Sciences, New York University.
What are some of Chloe Kim's interests?
Chloe Kim has interest in Health.
What skills is Chloe Kim known for?
Chloe Kim has skills like Microsoft Office, Microsoft Word, Powerpoint, Chemistry, Leadership, Teaching, Microsoft Excel, Matlab, Statistics, Research, Customer Service, Data Analysis.
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