Timeline
Work History
Overview
Education
Skills
Summary
Work Preference
Work Availability
Software
Languages
Certification
Generic

Dustin Baker

Machine Learning / Data Scientist
Connersville,Indianna

Timeline

Machine Learning Engineer

Peloton Interactive Inc.
12.2023 - Current

Machine Learning Developer

Peloton Interactive Inc.
12.2021 - 12.2023

Associate of Science - BSc. Information Security And Computer Science

University of Arizona
08.2019 - 03.2022

Work History

Machine Learning Engineer

Peloton Interactive Inc.
12.2023 - Current
  • Developed advanced graphic visualization concepts to map and simplify analysis of heavily-numeric data and reports.
  • Implemented robust error handling and logging mechanisms within machine learning pipelines, ensuring swift identification of issues and minimizing downtime.
  • Developed polished visualizations to share results of data analyses.
  • Managed timelines effectively to deliver multiple concurrent projects on schedule without sacrificing quality or accuracy standards.
  • Implemented randomized sampling techniques for optimized surveys.
  • Studied new technologies to support machine learning applications.
  • Devised and deployed predictive models using machine learning algorithms to drive business decisions.

Machine Learning Developer

Peloton Interactive Inc.
12.2021 - 12.2023
  • Developed custom machine learning algorithms for specific industry needs, resulting in improved performance and efficiency.
  • Prototyped machine learning applications and quickly determined application viability.
  • Composed production-grade code to convert machine learning models into services and pipelines to be consumed at web-scale.
  • Collaborated with multi-disciplinary product development teams to identify performance improvement opportunities and integrate trained models.

Overview

4
4
years of professional experience
3
3
years of post-secondary education

Education

Associate of Science - BSc. Information Security And Computer Science

University of Arizona
Arizona
08.2019 - 03.2022

Skills

Machine learning

Natural language processing

Feature engineering

Model development

Natural language processing

Feature engineering

Clustering algorithms

Decision trees

Data analytics

Transfer learning

Project management

Ensemble methods

Neural networks

Reinforcement learning

Statistical modeling

Unsupervised learning

Semi-supervised learning

Big data analytics

Supervised learning

Data science principles implementation

Deep learning

Teamwork

Problem-solving

Attention to detail

Time management

Problem-solving abilities

Multitasking

Reliability

Active listening

Team collaboration

Decision-making

Effective communication

Summary

Adaptable and analytical with passion for solving complex problems through innovative machine learning solutions. Possesses solid understanding of algorithms and data structures, with hands-on experience in Python and PyTorch. Committed to leveraging skills to drive impactful advancements in data-driven decision-making. Developed skills in data analysis and algorithm optimization within collaborative, fast-paced tech environment. Effective in translating complex data into strategic insights and solutions. Eager to transition to new field, bringing expertise in machine learning and passion for continuous learning and adaptation.

Work Preference

Work Type

Contract Work

Work Location

Remote

Important To Me

Career advancementCompany CultureWork from home optionTeam Building / Company Retreats

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
swipe to browse

Software

Amazon SageMaker

Google Cloud Vertex AI

Microsoft Azure Machine Learning

Languages

English
Bilingual or Proficient (C2)

Certification

AWS Certified Cloud Practitioner

AWS Machine Learning Associate

Similar Profiles

CREATE PROFILE
Dustin BakerMachine Learning / Data Scientist