Hi, I am

An Hoang

I am a data scientist.

about me

services

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Consultant

Consult businesses on harnessing the power of artificial intelligence and machine learning for their particular needs with emphasis on clear and effective communication to non-experts.

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Data Wrangler

Experience with the data workflow from web scraping/experimental design for data acquisition to data cleaning, storage, and retrieval.

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Model Builder

Familiarity with state-of-the-art computer vision systems, natural language processing tasks, optimized deep learning systems, and interpretable models to tackle a wide array of questions.

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End-to-end Architect

Experience in all aspects of the machine learning pipeline from data acquisition, storage, clean up, to model building, testing, and deployment on production systems.

work proccess

CONTEXT/ QUESTION

ACQUIRE DATA

EDA

MODEL

COMMUNICATE

DEPLOY

resume

WORK HISTORY

Aug 2018 - Feb 2019

Brava

Data Analyst
  • Designed and implemented experiments to synthesize data for predictive models and algorithms.
  • Prototyped and tested models on oven hardware to build a smarter oven that will improve user experience and perfect the cooking process.

Oct 2013 - Sept 2018

UC Berkeley

Dance Coach
  • Designed a yearly dance syllabus and taught all levels of dancers from beginner to advance in order to train a nationally competitive dance team.
  • Designed a yearly dance syllabus and taught all levels of dancers from beginner to advance in order to train a nationally competitive dance team.
  • Managed the team at competitions, providing support, feedback, and camaraderie.

Apr 2015 - Sept 2015

MapJam

Data Analyst
  • Provided product analytics by aggregating multiple sources of data into a SQL database and building out a frontend interface (hosted on AWS, using flask/jinja) for key statistic summaries.
  • Conducted analytics as necessary in a startup environment, and attended ESRI startup convention with co-founder as product evangelist.

EDUCATION

2018

Metis

Data Science

Honed my data science and programming knowledge working on projects that explored various topics such as sequence models, state-of-the-art computer vision/segmentation implementations, to industry bread-and-butter linear and logistic models.

2018

Deeplearning.ai

Deep Learning Specialization

Five course specialization covering all aspects of deep learning from understanding fully connected to sequence models, hyperparameter tuning, and structuring machine learning projects.

2010

UC Berkeley

Japanese Language

Recieved my undergraduate degree in Japanese, covering a breadth from linguistics, literature, to Japanese language.

Download CV

Programming Skills

Python

Scikit-Learn

Statsmodels

Pandas

GeoPandas

R

SQL

mongoDB

Statsmodels

Keras/Tensorflow

Rasterio/GDAL/Fiona

AWS/EC2

Data Science/ML Skills

Regression

Classification

Sequence Models

Scraping

Neural Nets

Clustering

NLP

Bayesian Models

contact me

Let's Socialize

Reach Me

based in San Francisco, USA

amhoang [at] gmail.com

Freelance Available

Drop Me A Line

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