Andrea Bonilla Email & Phone Number

San Francisco, CA, US

San Francisco, CA, US

Chicago, Illinois, US

Oakland, California, US

Developed and implemented ML models for fraud, compliance, forecasting, and customer analysis use cases

Oakland, California, US

New York, New York, US

• Implemented cryptocurrency market time-series analysis using various statistical tests and machine learning models and neural networks
• Built data pipelines to automate signal generation for various coins

Mclean, VA, US

• Developed anomaly detection models using various deep learning (Generative Adversarial Network and Variational Autoencoder) and supervised machine learning models with Tensorflow on a Nvidia GPU
• Placed 3rd internally in the Booz Allen Data Science Bowl and created a Python cleaning script to translate Lung Cancer images to a digestible format to feed into a 2D and 3D neutral network
• Participant in an internal data science program, which contained over 110 hours of training and apprenticeship activities and won 2 of 3 internal data science challenge presentations
• Contributed to various government procurement proposals by writing and editing, worth over $50 millionSpecific Projects:
• Managed a team of 6 analysts and conducted a deep dive analysis to identify any unwarranted variance in a Military Health metric and develop initial recommendations for interventions to reduce this metric
• Mapped state statute crimes to federal crime standard codes, by incorporating fuzzy matching and NLP models in Python, eventually to be implement as a system-wide solution for officers to identify threats

Brooklyn, NY, US

Developed decision trees and random forests to predict eligibility status of individuals who complete a surveyAnalyzed survey data to make survey tool more accessible and shorter by identifying questions with little or no predictive power

US

Created reports based off of social media metrics such as volume, text analysis, and sentiment

Guided first year Latino students to handle the change of environmentFacilitated transition with bi-weekly meals and program events

Dallas, TX, US

Determined relationship between outcome and weather features, with over 1GB of data, by using various algorithms such as linear regression and random forestsPerformed exploratory analysis on a social good project, including drawing network graphsParticipated in first annual hackathon

Mountain View, CA, US

Organized multiple Google product events on campus with average 25+ students per event

Assisted in managing a club with 20+ members for an event involving over 800 participants

Allocated money for funding by finding sponsors and writing grants for a giant community service day with over 800 participantsCreated a cheat sheet book to list successful techniques and financial projections for future leaders

Oakland, California, US

Co-managed internal intern newsletter with 19 interns and presented to a group of 30+ about processAnalyzed and transformed data of over 700 nurse activities to compare with last year’s and present findingsAssisted advisory group with tasks revolving around 360+ page book and its communication plan

Support society by using social networking and advertising; which is leading to huge turnout for an annual conference with a month-long marketing planIdentified and recruited over 10 companies to donate merchandise for conference

Oakland, California, US

Arranged interviews, drafted informational interview question, and developed an agenda for a learning summit involving over 70 participantsAnalyzed data and interpreted results of over 2000 nurse activities with before and after integration of a new technologyDesigned multiple web pages to facilitate communication about technology among the eight different.

Analyzed similar services by researching over 20 companies, nationally and internationallyDrafted text to revitalize website and created social pages (Facebook, Twitter, Google+, Hootsuite)

Contribute to the financial success and facilitate growth of independently ran student groupDevelop strategies for marketing to new prospective cleans; resulted in increased awareness for print edition newspaper

Master'S Degree, Statistics

Ba, Statistics

High School Diploma