Personal details
Christian S.
Based in: 🇯🇵 Japan
Timezone: Tokyo (UTC+9)
Summary
Formerly I am a software engineer that change career path and became a machine learning professional since 2018. I know how it is to do self-study and how difficult it can be not to have someone to guide you through the process. Thus, I am here to provide the help I would've like to receive. I am deeply interested in software and science. I am also very flexible with timezones.
Technical skills
Work Experience
Machine Learning Engineer
Woven Planet Holdings | Aug 2021 - Present
Python
Machine Learning
Computer Vision
Docker
PyTorch
Pachyderm
• Construct segmentation models for satellite imagery.
• Construct pipelines for processing big data across internal models
• Mentor engineers on our tech stack as well as teach them necessary algorithms.
Machine Learning Engineer
Arithmer | Sep 2019 - Jul 2021
Python
Git
GitHub
iOS
PyTorch
TensorRT
Working on detecting humans for Toyota Factory’s alert system
• Research on transformers and its applications, specially to video summarization task
• Developed a deep learning model for people fall detection on RGB images, as well as deployment on iOS devices
• Developed a deep learning model for detecting hands position and estimate its heatmap
• Lead a team to produce a driving assistance system
• Developed the company’s internal shared repository for projects on Git
• Produced several internal lectures and reports based on the latet’s papers on the Arxiv
• Produced onboarding material and interviewed future engineers