Python
Richard Rodrigues De Toledo Junior
Machine Learning Engineer
Summary
Machine learning engineer skilled in image processing with 2 years of experience in designing machine learning pipelines and transforming them to production-grade solutions. Has experience improving image recognition models in terms of memory and inference speed. Is confident in employing mathematical methods for yielding real business gains, and in designing a single measurement for model performance given its use-case.
Overview
3
3
years of professional experience
7
7
years of post-secondary education
3
3
Languages
Work History
Machine Learning Engineer
Liberra Inc
Shibuya, Tokyo
2019.06 - Current
- Created prototypes of image processing machine learning applications and quickly determined application viability.
- Created customized image processing applications to make critical predictions, automate reasoning and decisions, and calculate optimization algorithms.
- Identified new problem areas and researched technical details to build innovative products and solutions.
- Created annotation guidelines for creating customized datasets.
- Implemented low-latency/high-throughput image inference pipeline for images in context of edge devices
Education
Master of Science - Computer Science
Nagoya University
Nagoya, Japan 2017.04 - 2019.03
Bachelor of Science - Computer Science
Nagoya Institute of Technology
Nagoya, Japan 2013.04 - 2017.03
No Degree - Japanese Studies
Tokyo University of Foreign Studies
Japan, Tokyo 2012.04 - 2013.03
Skills
Algorithmic coding
Machine learning deployment
Analytical skills
Data Visualization
Timeline
Machine Learning Engineer
Liberra Inc
2019.06 - Current
Master of Science - Computer Science
Nagoya University
2017.04 - 2019.03
Bachelor of Science - Computer Science
Nagoya Institute of Technology
2013.04 - 2017.03
No Degree - Japanese Studies
Tokyo University of Foreign Studies
2012.04 - 2013.03
Software
C
Matlab
Accomplishments
- JLPT (日本語能力試験N1): 133/180
- TOEIC Listening & Reading: 960/990
- TOEIC Speaking & Writing: 310/400