TracieMae Umali

Intro

As a passionate Data Enthusiast, I've developed and presented projects involving exploratory data analysis, data cleaning, machine learning, statistical modeling, study design, statistics and probability. Check out my work.

Work

Created a web-based application to generate wordclouds, extract entities, and summarize textual data through different methods: NLTK WordFrequency, TextRank, and BERT. App created using Google Colab + Streamlit.
Application

Predicted whether or not a fundraising page would succeed and recommended action steps to increase the likelihood of pages hitting their goals.
Online Fundraising Success Slide Deck // Supervised Learning CoLab Notebook

Analyzing which clustering technique best segmented NFL players depending on fantasy stats.
Clustering Techniques Slide Deck // Unsupervised Learning CoLab Notebook

I wanted to look at different variables in video games and how they affect sales.
Experimental Design Slide Deck // Experimental Design CoLab Notebook

About

Hi there! I'm a Data Scientist and Systems Administrator with experience using Python, SQL, and Excel. Consider me your go-to for business intelligence, data modeling, and systems administration.

For the last 7 years I've worked (and thrived!) in systems design, database infrastructure, operation development/management, and developing technical solutions for efficiency and effectiveness. I'm a champion for data-driven insights and technical solutions! With a healthy (debatable) obsession with problem-solving (the more complex, the better!), I love building/re-building the ship to work better and maximize outcomes.

I'm on a mission to solve the hardest business problems (that I can get my hands on) using data science. Throughout my career, I had the opportunities to use analytical, statistical, and programming skills to interpret data, code insane automations, administer Salesforce instances, and overhaul CRMs. I'm pretty much an improvement-guru. Some might say that I just like to keep myself busy; I say that there's a method to the madness.

Specialties: data mining, data cleaning, data analytics/visualizations, database management and architecture, feature engineering, Python, SQL, Excel, VBA, Salesforce, research, machine learning, solving problems and a love for challenges.

Contact

• LinkedIn
• GitHub
• Email
• Call

Elements

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