Alfonso "Fonsi" Bonilla

DJ, Foodie, Writer, & Language Enthusiast

See my resume

Alfonso Bonilla

Computational Linguist looking to be apart of a project involving machine learning, natural language processing, data science, research, and cross-department collaboration.

Summary

I am a master's student in Computational Linguistics specializing in Natural Language Processing and Machine Learning at the University of Washington. Through my experiences and course work, I have built a Data Pipeline, an Auto Summarization System, and a Genre Classifier. In addition, I have performed analysis on HIV Infection rates, Doctor-Patient Relationships, and Language Perception. At the core of all my experiences is Human Language and the goal of understanding how its used and how we can use it for novel and informative analyses.

Skills

    • Key Skills

      • Machine Learning & Statistics
      • Research & Experimental Design
      • NLP & Computational Linguistics
      • Data Mining & Processing
      • Visualization & Exploratory Analysis
    • Programming Languages

      • Python
      • MatLab
      • R
      • Bash
      • SQL
      • JavaScript
      • HTML, CSS, & jQuery
    • Software

      • NLTK (Natural Language ToolKit)
      • SciKit Learn (Machine Learning Toolkit)
      • iPython & Jupyter Notebooks
      • Version Control (git & svn)
      • MapReduce, Hadoop, & Spark
      • reStructured Text (rst)
      • Praat (Acoustic Analysis)
      • Audacity & Ableton (Audio Processing)
      • RedCap & XNAT
      • Microsoft Office (Word, Excel, PPT, Access, Outlook)
    • Lanuguages

      • English (Native)
      • Spanish (Native)
      • Korean
      • Mandarin Chinese
      • Portuguese

Education

    M.S. Computational Linguistics

    • University of Washington
    • GPA: 3.74
    • July 2016 - Dec 2017(Expected)

    Note: Coursework will be completed in June 2017

    B.A. Linguistics & Molecular Cellular Biology - Neurobiology

    • UC Berkeley
    • GPA: 3.50
    • January 2011 - May 2015

Experience

    Dialog Systems Intern

    • KITT.AI
    • Seattle, WA
    • August 2016 - November 2016
    • Developed technical documentation for ChatFlow (technical software) using reStructuredText and Sphinx library for Python.
    • Created video tutorials explaining ChatFlow and the process of building bots with ChatFlow.
    • Designed Conversational Agents for third-parties and integrate them into an Alexa Skill, Facebook Messenger, and Telegram.
    • Integrated third-party API's into Dialogue Systems.
    • Identified new markets for Conversational Agents through exploratory research.

    Research Associate

    • SRI International
    • Menlo Park, CA
    • August 2015 - May 2016
    • Maintained database and retrieval system using Microsoft Access, Python, and SQL.
    • Queried databases using Python and Microsoft Access.
    • Processed and cleaned data using Python and Microsoft Excel.
    • Evaluated data quality by leveraging statistic algorithms using Python and R.
    • Created tutorials for python libraries and RedCAP (technical software).
    • Developed data pipeline software using Python.
    • Resolved data quality issues by coordinating with five data acquisition sites throughout the US.

    Research Assistant

    • UCB Helen Wills Neuroscience
    • Berkeley, CA
    • October 2012 - May 2015
    • Formulated research question and experimental design for a Perceptual Experiment.
    • Processed acoustic signals using visualizations and filtering in Praat and Matlab.
    • Debugged the GUI (graphical user interface) of the experiment.
    • Debriefed human subjects about the experiment, goals, and rights as a participant in compliance with HIPAA.
    • Collected human perception data using a force-choice paradigm experimental design.
    • Visualized experimental results using MatLab.
    • Presented results using Microsoft Power Point and poster at national conferences (ABCRMS).

    Research Assistant

    • JHU School of Public Health
    • Baltimore, MD
    • May 2014 - August 2014
    • Formulated research question and identify key metrics.
    • Cleaned and processed text data using Python.
    • Identified statistically significant factors associated with Doctor-patient interactions using R.
    • Modeled Doctor-patient interactions using Regression in R.
    • Provided English translation for Spanish conducted Interviews.
    • Visualized experiment results using Python and R.
    • Presented study and results using Power Point and poster at national conferences (SACNAS).
    • Wrote study and results in a research paper.

    Research Assistant

    • UCSF
    • San Francisco, CA
    • May 2012 - August 2012
    • Answered research question using experimentation.
    • Performed apoptotic assays measuring impact of cell death on the cellular community.
    • Engineered an artificial receptor to test new technology and troubleshoot non-specific binding.
    • Presented results using Power Point and poster at symposium.

    Research Intern

    • Stanford University
    • Palo Alto, CA
    • June 2009 - August 2009
    • Answered research question using experimentation.
    • Engineered artificial protein, transduced the engineered protein into mammalian cells, and visualized the modified cells using microscopy.
    • Presented study and results using Power Point and Poster at an university-wide symposium.

Publications

Awards

  • NIH-MARC (National Institute's of Health Maximizing Access to Research Careers) Fellowship: 2 years of Research Funding
  • UCLEADS (University of California Leadership Excellence through Advanced DegreeS) Fellowship: 2 years of Research Funding
  • Biology Scholars Program
  • Poster Presentations at SACNAS and ABRCMS (National Conferences)
  • Special Merit Poster Presentation Award, UCLEADS Annual Symposium

Projects

Design & Visual Work


Programming & Coding


DJ YAMALAMA

Back in 2006, a teenage boy discovered KPOP and the magic of mixing different genres of music together. Over the years, he left his home and took his mixing out of the bedroom performing for drunken frat boys, raging liberals, and fellow music fans. He has grown from a little caterpillar and has become a firey disco butterfly!

Future Funk Realness by Yamalama on Mixcloud


What's cookin' good lookin'?

Food is more than just food. It is something I hold very sacred. It tells us so much about ourselves, where we came from, and the sacrifices it took for us to get there. Feel free to follow me on instagram to check out my latest food adventures.