Roberto Valdez

Roberto Valdez Email and Phone Number

Applied Scientist I @ Amazon | Edge Machine Learning, Generative ai @ Google
Cambridge, MA, US
Roberto Valdez's Location
Cambridge, Massachusetts, United States, United States
Roberto Valdez's Contact Details

Roberto Valdez work email

Roberto Valdez personal email

About Roberto Valdez

With over six years of work experience in machine learning, distributed systems, and natural language processing, I am passionate about creating innovative solutions that enhance human-computer interaction and improve customer satisfaction. As an Applied Scientist I at Amazon, I work on the Device Invocation team, where I apply cutting-edge edge ML techniques to enable Alexa devices to respond to complex and natural voice commands. I bring a unique perspective and experience as a Fulbright scholar and a bilingual speaker of Spanish and English.In my current role, I leverage my skills in Python, Pandas, SciPy, and Tensorflow to develop and deploy scalable and robust ML models that run on various Alexa devices. I also collaborate with other ML engineers and scientists to conduct experiments, evaluate performance, and optimize results. Previously, I worked as an Engineer at Eightfold, where I developed an NLP model that delivered personalized suggestions based on user browsing experience, using a callable API as backend and a dynamic frontend with React. I also completed an internship at Amazon Alexa, where I worked on a project for using self-supervised learning for speech recognition and wakeword verification for low annotated environments, which was selected for publication. I have a master's degree in computer science from Columbia University a masters degree in Actuarial Science and Statistics from Columbia University, and I have completed multiple certifications and courses in machine learning, deep learning, data structures, and OOP in Java.

Roberto Valdez's Current Company Details
Google

Google

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Applied Scientist I @ Amazon | Edge Machine Learning, Generative ai
Cambridge, MA, US
Roberto Valdez Work Experience Details
  • Google
    Google
    Cambridge, Ma, Us
  • Amazon
    Applied Scientist I, Device Invocation, Edge Ml, Artificial General Intelligence
    Amazon May 2022 - Present
    Seattle, Wa, Us
    • Worked on model training and deployment for on-device ML models (edgeML) for the home and auto space.• Developed applications of LLMs for audio synthesizing/speech recognition.• Improved model performance against state-of-the-art speech recognition models.• Engineered multiple Spark based ETL jobs for model training and evaluation.
  • Eightfold
    Engineer (Distributed Systems, Machine Learning)
    Eightfold Jan 2022 - Apr 2022
    Santa Clara, California, Us
    • Worked on a Distributed Systems and Machine Learning Full stack application • Developed an NLP model that scales for millions of users and delivers personalized suggestions base on browsing experience, with a callable API as backend• Created a dynamic frontend that calls the API and renders the results using React
  • Amazon
    Applied Scientist Intern, Machine Learning, Amazon Alexa
    Amazon Jun 2021 - Oct 2021
    Seattle, Wa, Us
    • Collaborated with two Alexa ML Engineers on a project for using self-supervised learning for speech recognition and wakeword verification for low annotated environments. Project selected for publication• Evaluated model performance against state-of-the-art Alexa verification models. Found improvements in comparison to widely used embeddings for speech recognition (Wave2vec 2.0)• Developed a Tensorflow architecture in AWS Cloud environment. Scripted a distributed training pipeline with multiple GPUs• Leveraged an Spark based ETL data pipeline to construct a dataset consisting of more than 400M sound streams tailored for model consumption
  • Actuaria Consultores Cía. Ltda.
    Machine Learning Engineer, Actuarial Applications Of Artificial Intelligence
    Actuaria Consultores Cía. Ltda. Jan 2019 - Jun 2021
    Quito, Pichincha, Ec
    • Worked in Actuarial Consulting and in the design and implementation of Machine Learning solutions with 8-10 clients per year, ranging from boutique businesses to international companies• Brought the company an average of $1M in yearly sales and increased department non-traditional earnings by 25%• Expanded the range of offered products to a portfolio of more than 20 different solutions
  • Actuaria Consultores Cía. Ltda.
    Actuarial Consulting Manager
    Actuaria Consultores Cía. Ltda. Jan 2016 - Dec 2018
    Quito, Pichincha, Ec
    • Led the Actuarial consulting team • Manage a team of 10 analysts
  • The Data Incubator
    Data Science Scholar
    The Data Incubator Jun 2020 - Aug 2020
    Phoenix, Az, Us
    • For my TDI capstone project I devised a supervised learning technique for building localized credit scoring models• Worked in projects regarding Web Scrapping, advanced Machine Learning, Natural Language Processing, Big Data processing with Spark among others
  • Udacity
    Mentor For The Deep Learning/Reinforcement Learning Nanodegree
    Udacity Jan 2019 - May 2019
    Mountain View, California, Us
    • Mentored classes of up to 30 students on their Deep Learning coursework; provided guidance and technical help• Conducted weekly webinars with lectures about the fundamentals of Machine Learning and advanced mathematical and statistical concepts of the Deep Learning framework
  • Aig
    Summer Actuarial Analyst
    Aig Jun 2015 - Aug 2015
    New York, Ny, Us
    • Developed a SAS based program with MySQL database management for handling worldwide IBNR reserves.• Designed a VBA based program for data validation (balancing)
  • Actuaria Consultores
    Consulting Actuary
    Actuaria Consultores Jun 2011 - Aug 2014
    Quito, Pichincha, Ec

Roberto Valdez Skills

Data Analysis Economics Statistics Microsoft Office Teamwork R Software For Statistical Computing Microsoft Excel Sas Programming Spss Matlab Oracle Sql Developer Vba Python Sas Analytical Skills English Java R Git Github Numpy Scipy Pandas Tensorflow Keras

Roberto Valdez Education Details

  • Columbia University
    Columbia University
    Computer Science
  • Columbia University
    Columbia University
    Actuarial Science And Statistics
  • New York University
    New York University
    Computer Science
  • Universidad San Francisco De Quito
    Universidad San Francisco De Quito
    Finance And Mathematics

Frequently Asked Questions about Roberto Valdez

What company does Roberto Valdez work for?

Roberto Valdez works for Google

What is Roberto Valdez's role at the current company?

Roberto Valdez's current role is Applied Scientist I @ Amazon | Edge Machine Learning, Generative ai.

What is Roberto Valdez's email address?

Roberto Valdez's email address is ro****@****ail.com

What schools did Roberto Valdez attend?

Roberto Valdez attended Columbia University, Columbia University, New York University, Universidad San Francisco De Quito.

What skills is Roberto Valdez known for?

Roberto Valdez has skills like Data Analysis, Economics, Statistics, Microsoft Office, Teamwork, R Software For Statistical Computing, Microsoft Excel, Sas Programming, Spss, Matlab, Oracle Sql Developer, Vba.

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