Mindy Ng work email
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Mindy Ng personal email
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Educational and research experience in Genetics and Life Sciences along with extensive project work in data analysis and machine learning. These experiences have given me the ability to think empirically and instilled in me an innovative, breakthrough mindset. By working with large-scale data management, I mine unstructured and structured data to tell the story. Additionally, I use mathematics, statistics and visualizations to aid in economic decision-making as well as for predictive choice behavior.I am passionate about combining descriptive analytics with results-oriented data problem-solving and bridging the knowledge gap across multiple disciplines/levels while presenting insights/results in a clear and concise manner. :: My Tech Stack ::Programming: SQL, Python, R Data Pipeline: GCP; data ingestion using Meltano, data warehousing using Snowflake and data transformations/modeling using dbtDashboarding/Visualizations: Looker, TableauDS & ML: Data Wrangling, Mining, EDA, Linear Regression, Classification, Time Series Analysis, Tree-Based Models, Clustering, NLP*Resume, Personal Website & GitHub repo attached to Featured section below.
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Research FellowApart ResearchSan Francisco, Ca, Us -
FreelancerUpwork Oct 2022 - PresentSan Francisco, California, Us• Applying Data Science and developing AI for various clients' needs. -
Data ScientistMercari Us Aug 2022 - Oct 2022Palo Alto, California, UsHypothesis generator to investigate business opportunities, providing recommendations clearly and concisely as well as performing predictive modeling to impact business trajectory.• Helped build out search team's new metrics table in Dataform to power dashboards and assess experiment results.• Analyzed price elasticity between highest GMV/most searched for category groups to understand buyers' change in demand as item price changed. -
Business Intelligence AnalystMercari Us Aug 2021 - Aug 2022Palo Alto, California, UsOn the US BI team at Japan's first unicorn! Cross-functional partner to AI teams: User Understanding, Item Understanding, Seller Experience and Search by producing product experiment metrics, insights and ad-hoc analyses.Investigating query intent, item recommendations and seller/buyer behavior to accelerate conversion, GMV velocity and maximize ROI.• Created Search RFM segmentation to personalize search so engagements and orders were increased.• Investigated query chaining to understand search engine performance as well as searchers' friction points/persistence.• Performed user journey analysis across web to provide insights on platform's highest touch points to prioritize ML efforts to converge on.• Analyzed navigation vs search activity to improve our UI, cover all our users' intent to drive north star metrics.• Built statistical significance framework for experimentation at scale to add criteria to product roll-out's.
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Implementation EngineerForethought Jul 2020 - Sep 2020San Francisco, California, UsFirst Implementation Engineer (Solutions Architect)! On the Customer Experience team, leading all technical requirements and touching all aspects of the business: Engineering, Product, Sales and Customer Success.Implemented: State-of-the-art NLP models to help clients be geniuses at their jobInvolved: Data Engineering, Data Science, Machine Learning/Artificial Intelligence, Business Intelligence -- owning whole data pipeline Post-Sale• Queried MongoDB to create customer business rules.• Designed AI Training datasets to feed into XLNet and BERT models using Jupyter Python notebooks. • Analyzed trained models' performance to deploy best automated NLU models for clients.• Verified live models' predictions were successful via API calls to clients' Salesforce Help Desks.• Reduced client's SPAM from 64% to less than 1%.• Helped save client >$20,000 in human labor cost from Customer Support Agents manually labeling tickets.• Completed data analysis that contributed to signing of >$400,000 deal with Instacart. -
Machine Learning EngineerCoronawhy Apr 2020 - Jun 2020Helping to fight against Coronavirus.CoronaWhy is a globally distributed, volunteer-powered research organisation of 1000+ members. We're using DS and AI to assist the medical community and policy makers answer key questions related to COVID-19. It's supported by Google, Amazon, NASA and other companies.I am embedded within the Vaccine/Therapeutics Task team, helping the Paper Study Classification group build baseline models to filter papers based on study design.www.coronawhy.org -
Quality Control AnalystImmuno Concepts Jul 2010 - Apr 2019Sacramento, Us•Performed statistical analysis on half of the company's 22 products per week.•Tracked trends and outliers to make manufacturing recommendations to management to create efficiencies and increase prot margins. •Created product performance reports to drive key business investments for following quarter. -
Research AssociateUniversity Of California, Davis Feb 2008 - Oct 2008Davis, California, Us• Narrowed down which protein chain substitution in antibody-derived proteins fit best with research aims in pre-targeting radioimmunotherapy for Non-Hodgkin’s Lymphoma. • Expressed DNA and isolated protein that encoded for therapeutic bi-functional antibody-derived protein. -
Research AssistantUniversity Of California, Davis Jan 2005 - Dec 2007Davis, California, Us• Investigated RNA Polymerase sigma70 mutations. • Conjugated one mutant at a time with probe molecule in order to determine specific associations of sigma70 subunit around binding pocket. • Explored its architecture to characterize macromolecular complexes involved in transcription of growth-related genes. • Co-author of Mapping Protein-Protein Interactions by Localized Oxidation: Consequences of the Reach of Hydroxyl Radical, published with ACS Biochemistry.
Mindy Ng Skills
Mindy Ng Education Details
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SpringboardData Science -
Galvanize - San Francisco, SomaPython Evening Course
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CourseraMachine Learning
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CourseraData Science Specialization
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University Of California, DavisGenetics
Frequently Asked Questions about Mindy Ng
What company does Mindy Ng work for?
Mindy Ng works for Apart Research
What is Mindy Ng's role at the current company?
Mindy Ng's current role is Research Fellow.
What is Mindy Ng's email address?
Mindy Ng's email address is mi****@****ail.com
What schools did Mindy Ng attend?
Mindy Ng attended Springboard, Galvanize - San Francisco, Soma, Coursera, Coursera, University Of California, Davis.
What are some of Mindy Ng's interests?
Mindy Ng has interest in Swimming, Science And Technology, Health, Tennis.
What skills is Mindy Ng known for?
Mindy Ng has skills like Python, R, Protein Chemistry, Protein Expression, Cell Culture, Purification, Sds Page, Molecular Biology, Pcr, Protein Purification, Gel Electrophoresis, Fluorescence Microscopy.
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