HI, MY NAME IS BLAZE
Transforming Data into Knowledge
Knowledge into Action
6+ years of software engineering, business analytics, product development and startup building!
Read The BlogAboutFull-stack software engineer with a strong focus on designing and building innovative, data-driven software solutions. With over 5 years of experience across diverse industries such as healthcare, robotics, market intelligence, and consumer products, I create impactful applications that address unique business challenges.
ProductsI am a product-oriented Software Engineer with a business mindset from bringing the latest tech to launching successful startups!
HealthcareA platform for healthcare providers to manage their patients and appointments.
MusicOnline B2B Marketplace with social automation possibilities.
Market ResearchQuantum Computing market intelligence platform.
ConstructionCommercial construction management using ai and robotics.
Projects
ML in Finance
FilesSupervised Learning
High level overview of types of data used in using ML to find market opportunities. Simple machine learning examples using s&p500 closing prices.
Supervised LearningROC AUCPythonSKLearn
NLP Amazon Reviews
FilesUnsupervised Learning
Comparison of Clustering Vs Modeling using Amazon Reviews to predict Authors.
Unsupervised LearningNLPPythonSKLearnSpacyNltk
USPTO Object Detection
FilesDeep Learning
Utilized Tensorflow to detect objects in a USPTO patent image.
Deep LearningTensorflowPythonObject Detection
Explainability in ML
viewFeature attribution using PyTorch in black-box models
Link to Github repository for research in explainability in machine learning models i.e. turning black box models into measurable feature attribution.
H20LIMEPythonPyTorchImageNetPIL
Sentiment Analysis of Tweets
viewAutomated Machine Learning
Link to Github repository for research in explainability in machine learning models i.e. turning black box models into measurable feature attribution.
H20GCPPythonUbuntu ImageJupyterDockerSentiment Analysis
Thinkful DS Projects
viewData Science Projects
Link to Github repository for research in explainability in machine learning models i.e. turning black box models into measurable feature attribution.
EDASupervised LearningDeep LearningUnsupervised LearningStats
EducationHere's a brief overview of my educational background and the skills I've acquired.
Thinkful.
Data Science Bootcamp
Brooklyn, New York
- Courses: Pandas, Classification, Regression, KNN, SVM, Boosting, Clustering, Hadoop, Tensorflow, Time Series.
- Capstone: Tensorflow object detection and recognition in USPTO patent applications.
PythonTensorflowKerasPandasScikit-LearnHadoopSQLStatisticsMachine Learning
Utah Valley University.
BS in Business Administration
Orem, Utah
- Courses: OOP in C++, Compilers, Algorithms, Operating Systems, Data Structures, CFA Prep
- BS-Thesis: Collective intelligence investing in the venture capital community using R Code/Studio, Jamovi, and surveys.
C++RJamoviStatisticsMachine Learning
BlogDiscover industry topics and trends, things I’ve been learning, and lessons learned.
TypeScript: A Comprehensive Guide for Beginners
Architecture Decisions in the Tech Industry: How Top Companies Choose Their Tech Stack
How to Create a HIPAA-Compliant Web Application Using AWS