SUMMARY

Using a simple, elegant and functional approach to building websites and making sense of big data with the tools and strategy of a data scientist and the creative mind of an artist...I am obsessed with programming! SKILLS

Data Science Skills: Python PostgreSQL Machine Learning AI Deep Learning Tableau Data Visualiza- tion Data Analytics Web-Scraping Regex Pandas Scikit-Learn NumPy Regressions Random Forests NLP (Natural Language Processing) AWS Apache Spark Scala Docker Mongo DB Statistics Linux Bash Computer Science Git Tensorflow Keras Theano Neural Networks Algorithms Microsoft Excel

Web Development Skills: HTML5 CSS3 Javascript ES6 jQuery Node.js RESTful API Bootstrap XML AJAX Responsive Mobile Design JSON Adobe Creative Suite (Illustrator, Photoshop, InDesign) SEO

Audio Engineering Skills: Signal Processing Logic Pro Avid Pro Tools Sound Forge WaveLab PROJECTS (ONE WEEK AGILE SPRINTS - INDIVIDUAL)

Using Neural Nets to Classify a Song into a Genre – Convolutional Neural Net AWS - Created a database of audio snippets of songs, and used a CNN to classify these songs into a genre on AWS EC2 GPU.

Global Blank - This was an E-Commerce website I built, in which I modified a Wordpress theme. I used DOM manipulation to respond to user events and wrote event handlers in vanilla javascript to modify the HTML elements on the page. Used AJAX for adding and removing products in the shopping cart.

Wikipedia API & Pipelines – PostgreSQL Data Mining API Encoding Natural Language Processing - Loaded a postgresql database using pages from the wikipedia api using my own database module. Queried categories and pages from a .yaml file. Wrote encoding modules to encode the search as a document vector and found the five most similar document vectors. Trained a model using cosine similarity and Gaussian Naive Bayes to predict five most similar document vectors from any category.

www.g1no.com - My portfolio website that I built from scratch and hosted server-less on AWS S3 EXPERIENCE

Web/Graphic Design Commercial Outdoor Advertising - Santa Ana, CA - 2013-2017

Graphic design, web design and large-print formatting

Helped the company reach their highest annual sales (two years in a row) Audio Engineer - G1NO Entertainment - San Pedro, Belize 2004-2013

Audio engineer at my own studio in Belize.

Session/Performing guitarist and vocalist

Computer Repair Technician - Computer Solutions - San Pedro, Belize 2005-2006

Troubleshot and repaired computers Built custom Windows systems Network setup

Tripled the number of clients since I started working Fuel Specialist/Soldier - US Army 1996-1998

Soldier in the US Army earning the Army Achievement medal EDUCATION

General Assembly (Santa Monica) - Data Science Immersive - Certified Data Scientist

Udemy (Colt Steele Online Instructor) - Web Development Bootcamp - Certified Web Developer

Southern Illinois University (Carbondale) Bachelor of Science: Biological Sciences & Chemistry Samuel “Gino” DeFalco

(714) 482 - 5086 ac4e9n@r.postjobfree.com Los Angeles, CA