Hi, I'm Zach

I am ...
A data product creator ..
An NLP learner and practicioner ..
A scifi reader and decent chess player.

Zach Nguyen

Data Scientist, NLP Stream Owner at Aggregate Intellect

I am a Data Scientist with an MBA who is passionate about applying NLP in Building ML Models and Product Development. I look to combine my Data Science Technical Skills and Business Acumen to generate practical insights, build realistic models and define good evaluation strategies for data products.

Story Telling

Fast Learner

Problem Solving

Business Sense

Communication

Resilience

Skills

DS Programming Stack

DS Programming Stack

Strong experience with Python (main language), R, SQL, VBA, SAS

Data Analysis

Data Analysis

Experienced with Data Collection (file formats, API crawling, scrapy, bs4), Data Wrangling (pandas, numpy), Data Visualization (matplotlib, seaborn, plotly, bokeh)

Machine Learning

Machine Learning

Mastery over most common shallow/deep Supervised & Unsupervised Learning algorithms using ML Frameworks (scikit-learn, pytorch, tensorflow/keras, pyspark)

MLops

MLops

Familiar with development and cloud deployment stack, including HTML/CSS, Flask, Docker and AWS

Statistics and Probability

Statistics and Probability

Familiar with Inferential Statistics, Bootstrap Statistics and Bayesian Inference. Is able to conduct suitable Hypothesis Testing and A/B Testing

Natural Language Processing

Natural Language Processing

Familiar with deploying NLP products using Spacy, gensim, nltk

Version Control

Version Control

Experienced with git-based development. Mostly use Github but also have experience in working with GitLab.

Projects

Spam Filter WebApp

Spam Filter WebApp

Developer Oct 19'

A containerized WebApp deployed on Amazon Web Service for anyone to filter Spam.

Star

Medical Sentiment Review Classification

Medical Sentiment Review Classification

Developer Nov 19'

A deep learning sentiment analysis model for classification of Drug Reviews.

Star

Exoplanet characterization with Powerful Data Visualization

Exoplanet characterization with Powerful Data Visualization

Developer May 20'

Powerful Bokeh and Plotly visualizations to learn astrophysics!

Details

Emotionally Aware Movie Recommender - Fast Film

Emotionally Aware Movie Recommender - Fast Film

Developer June 20'

Winner of Aggregate Intellect Workshop, this WebApp produces movie recommendations based on the mood of the user.

Details

Traverse the Data Science pipeline with House Price Prediction using R

Traverse the Data Science pipeline with House Price Prediction using R

Developer Nov 18'

A simple demonstration of using R to employ rigorous data science principles.

Details

Achievements