Mindy Ng Email & Phone Number

San Francisco, Ca, Us

San Francisco, California, Us

• Applying Data Science and developing AI for various clients' needs.

Palo Alto, California, Us

Hypothesis 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.

Palo Alto, California, Us

On 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.

San Francisco, California, Us

First 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.

Helping 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

Sacramento, 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.

Davis, 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.

Davis, 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.

Data Science Career Track, Data Science

Python Evening Course

Machine Learning

Data Science Specialization

B.S., Genetics