Sosuke Kohda
Product Manager - Data & Analytics/Machine Learning Platform at Avant | Chicago, Illinois, United States
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Sosuke Kohda is a dynamic Product Manager at Avant, specializing in Data & Analytics and Machine Learning Platforms within the fintech sector. With a robust background in data science, artificial intelligence, and machine learning, Sosuke has been instrumental in shaping Avant's data engineering initiatives and enhancing its machine learning capabilities. His expertise is particularly evident in the successful launch of configuration-based ETL pipeline frameworks utilizing cutting-edge technologies such as Apache Airflow, dbt, and Databricks. These frameworks have streamlined data ingestion and transformation processes, enabling more efficient data workflows and analytics.
In his current role, Sosuke has also spearheaded the implementation of a comprehensive ML model management system using MLflow, which has significantly improved model tracking, versioning, and deployment. This system allows Avant to maintain high standards of model governance and performance, ensuring that the organization can leverage its machine learning assets effectively. Furthermore, Sosuke has led the integration of proprietary ML models into prominent marketing platforms, including Credit Sesame, Experian, and Monevo, utilizing Docker images to facilitate seamless deployment and scalability.
Sosuke's technical proficiency extends to a variety of tools and platforms, including Amazon Web Services (AWS), Datadog, and Python, along with a strong foundation in deep learning and data analysis using libraries like Pandas and STATA. His ability to bridge the gap between complex data engineering concepts and practical applications in the fintech landscape positions him as a key player in driving Avant's innovation and growth in data-driven solutions. Through his leadership and vision, Sosuke continues to enhance Avant's capabilities in harnessing data and machine learning to deliver exceptional value to its clients.
Product Manager - Data & Analytics/Machine Learning Platform at Avant in January 2024 to Present
Product Manager - Machine Learning Operations at Avant in January 2023 to January 2024
Grader at University of Chicago in September 2022 to December 2022
Teaching Assistant at The University of Chicago Booth School of Business in August 2021 to December 2022
Technical Product Management - MLOps at Avant in June 2022 to August 2022
Research Assistant at The University of Chicago Booth School of Business in June 2020 to August 2020
Research Assistant at The University of Chicago Booth School of Business in June 2019 to September 2019
Research Assistant at The University of Tokyo in July 2018 to September 2018
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University of Chicago, Master of Science - MS
University of Chicago, Bachelor's degree
The University of Chicago Booth School of Business
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Amazon Web Services (AWS)
Datadog
MLflow
Databricks
Data Build Tool (DBT)
Apache Airflow
Data Engineering
Product Management
Python (Programming Language)
SQL
R
STATA
Public Speaking
Deep Learning
Machine Learning
Pandas (Software)
Time Series Analysis
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Discover more about AvantWhat is Sosuke Kohda email address?
Email Sosuke Kohda at [email protected], [email protected] and [email protected]. This email is the most updated Sosuke Kohda's email found in 2026.
How to contact Sosuke Kohda?
To contact Sosuke Kohda send an email to [email protected], [email protected] or [email protected]. (updated on August 27, 2024)
What company does Sosuke Kohda work for?
Sosuke Kohda works for Avant
What is Sosuke Kohda's role at Avant?
Sosuke Kohda is Product Manager - Data & Analytics/Machine Learning Platform
What is Sosuke Kohda's Phone Number?
Sosuke Kohda's phone (217) ***-*419
What industry does Sosuke Kohda work in?
Sosuke Kohda works in the Financial Services industry.
Sosuke Kohda Email Addresses
Sosuke Kohda Phone Numbers
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