Michael Son Email and Phone Number
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MSc in Chemical and Bioengineering | 4 years of industry experience in biotech | Certified Data ScientistAccomplished R&D Scientist with expertise in molecular biology techniques, NGS technologies, and data analysis. Proven ability in designing and conducting rigorous experimental research and translating complex data for technical and non-technical personnel.KEY ACCOMPLISHMENTSTecan Genomics, Inc. | Redwood City, CA 01/2022 – Present • Executed preliminary feasibility experiments and V&V tests for the development of MagicPrep NGS kits on the Singular Genomics G4 sequencing platform.• Designed and conducted various high-profile R&D experiments, enhancing institutional knowledge and insight.• Succeeded in developing functional proof of concepts for the automated workflow for the manual NGS library prep of interest.• Developed a highly sensitive and robust enzyme kinetic assay for reverse transcriptase, distinguishing molar concentration differences as low as 5% with a consistently low %CV of 5% or less.Thermo Fisher Scientific | South San Francisco, CA 08/2021 – 01/2022 • Completed the V&V testing for Applied Biosystems SeqStudio Flex Series Genetic Analyzer, ensuring timely launch and compliance with quality standards.PROFESSIONAL CERTIFICATIONSpringboard Data Science (May 2021)TECHNICAL SKILLSProgramming Languages: Python | Java | SQLData Science: Data Cleaning | Data Analysis | Data Visualization | Feature Engineering | Machine LearningExperimental Techniques: Molecular Cloning | PCR | DNA/RNA-Seq | In Vitro Transcription | Protein Dialysis | Gel Electrophoresis | SDS-PAGE Analytical Techniques: UV-VIS Spectroscopy | Dynamic Light Scattering | Zeta Potential |Analytical Ultracentrifugation | Oligonucleotide Quantification | Capillary Electrophoresis | qPCR/RT-PCR | Fragment Analysis | Fluorometric Analysis (DNA/RNA) | Enzyme Kinetic Assay | Gel Image AnalysisR&D: Analytical Assay Development | Proof of Concept Development | Instrument Scripting | V&V TestingContact me at michaelj.son@icloud.comCheck out my code at github.com/Michael-J-Son
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Associate Scientist Iii R And DTecan Genomics, Inc.Santa Clara, Ca, Us -
Associate Scientist Iii R&DTecan Genomics, Inc. Sep 2022 - PresentMännedorf, Zh, Ch• Conducted preliminary feasibility experiments and V&V tests for the development of MagicPrep NGS kits on the Singular Genomics G4 sequencing platform.• Designed and conducted various high-profile R&D experiments, enhancing institutional knowledge and insight.• Developed proofs of concept for NGS library prep workflow automation, including instrument scripts.• Conducted experiments to support the product development and marketing of MagicPrep NGS.• Operate and maintain the Illumina MiniSeq and perform preliminary analysis of NGS sequencing data for R&D and QC samples.• Execute QC on oligo probes and enzymes while troubleshooting experiments and NGS sequencing operations.
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Associate Scientist Ii R&DTecan Genomics, Inc. Jan 2022 - Sep 2022Männedorf, Zh, Ch• Designed and implemented experimental studies for the development of an in-house reverse transcriptase for NGS library prep kits.• Developed gel-based nucleic acid contamination assays and a robust enzyme kinetic assay for performance QC.• Executed the stability and shelf-life studies for the in-house reverse transcriptase.
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System Verification And Validation Engineer, ScientistThermo Fisher Scientific Aug 2021 - Jan 2022Waltham, Ma, Us• Conducted verification and validation tests for the Applied Biosystems SeqStudio Flex Series Genetic Analyzer, contributing to QA.• Documented the test results and revised the SOPs, improving operational efficiency and compliance. -
Data ScientistSpringboard Sep 2020 - May 2021San Francisco, California, Us• Completed a hands-on curriculum with 1:1 mentorship and two in-depth capstone projects.• Gained expertise in Python, SQL, data analysis, visualization, hypothesis testing, and machine learning.Capstone Project 1: Lending Club Loan Approval Optimization• Constructed a binary classifier to differentiate unprofitable loans from the rest.• Tools Used: NumPy | pandas | Matplotlib | Seaborn | Scikit-Learn | Imbalanced-Learn | XGBoost• Best Model: eXtreme Gradient Boosting• Best Model Performance: Minority F1 = 0.56 | Majority F1 = 0.89 | ROC AUC = 0.80 | Accuracy = 83%• GitHub: github.com/Michael-J-Son/Lending_Club_CapstoneCapstone Project 2: Melanoma Tumor Size Prediction• Developed a regressor to predict melanoma tumor sizes.• Tools Used: NumPy | pandas | Matplotlib | Seaborn | Scikit-Learn | Keras• Best Model: Random Forest• Best Model Performance: MSE = 8.25 | R2 = 0.23• GitHub: github.com/Michael-J-Son/Melanoma_CapstoneTopics covered in mini-projects• Data science workflow: data wrangling, EDA, preprocessing, modeling, presentation• Data visualization and data storytelling• Inferential statistics• Hyperparameter tuning: grid search, bayesian optimization• Machine learning: random forest, xgboost, knn, k-means clustering• SQL and databases• Linear and logistic regression• Time series analysis -
Engineering InternIms & Nano Tech Co., Ltd. May 2017 - Aug 2017• Evaluated potential algorithms for the signal processing of 3D imaging sensors based on white light scanning interferometry (WSI).• Proposed and implemented an alternative SEST algorithm, achieving significant improvements in scanning speed while maintaining accuracy.• Inspected and revised technical translation of imaging device configurations for QA.
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Student Research AssistantKorea Institute Of Science And Technology (Kist) May 2013 - Aug 2013Seoul, Kr• Performed cell culture, western blot, immunocytochemistry, DNA/RNA isolation, and molecular cloning for the in vitro loss-of-function studies on PAR 3/6 proteins.• Verified the extent of PAR 3/6 proteins' influence on axon regeneration of adult mice dorsal root ganglion.• Planned and conducted a chronic stress model study investigating axon regeneration in adult mice neurons.
Michael Son Skills
Michael Son Education Details
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Fau Erlangen-NürnbergChemical And Bioengineering -
University Of Toronto - Innis CollegeNeuroscience And Cell Molecular Biology Double Major
Frequently Asked Questions about Michael Son
What company does Michael Son work for?
Michael Son works for Tecan Genomics, Inc.
What is Michael Son's role at the current company?
Michael Son's current role is Associate Scientist III R and D.
What is Michael Son's email address?
Michael Son's email address is ms****@****t.re.kr
What schools did Michael Son attend?
Michael Son attended Fau Erlangen-Nürnberg, University Of Toronto - Innis College.
What are some of Michael Son's interests?
Michael Son has interest in Science And Technology, Outdoor Sports, Taekwondo, Violin, Health.
What skills is Michael Son known for?
Michael Son has skills like Molecular Biology, Rna Isolation, Microsoft Office, Microsoft Word, Dissection, Powerpoint, Research, Pcr, Biotechnology, Microsoft Excel, Biochemistry, Cell Culture.
Who are Michael Son's colleagues?
Michael Son's colleagues are Siobhan Campbell, Chris Wild, Nikola Arsov, Lúcia Santos, Juan Quevedo, Andy Mai, Sean Tucker.
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