Open to opportunities

Physiwell Maume

@physiwellmaume

Message

I build high-performance data and AI pipelines for financial risk and intelligent products.

Japan

Message

What I'm looking for

I'm looking to apply my data engineering and AI/ML experience to build reliable, high-performance pipelines and intelligent products, particularly where risk systems, multilingual AI, and production-grade deployment intersect.

At Deutsche Bank, I designed data pipelines for global financial risk assessment, improved fraud detection to reduce risk exposure by 8%, and built Scala and Spark tooling that improved system performance by 88% over previous PySpark implementations.

I owned the deployment lifecycle for Value at Risk calculations across 60,000 trades, partnering with risk stakeholders on Oozie orchestration, data validation, production sign-off, and automated CI/CD testing through TeamCity and Ansible.

I'm now pursuing an MSc in Artificial Intelligence and Machine Learning at Keio University while building RAG products such as ABI, a multilingual beauty intelligence chatbot processing 122K+ products with sub-two-second responses. My research on hybrid deep learning approaches to class imbalance across image and text modalities was presented at ICMLSC 2026.

Experience

Work history, roles, and key accomplishments

Associate Data Engineer

Deutsche Bank

Jul 2021 - Jun 2024 (2 years 11 months)

Spearheaded the design of data pipelines for global financial risk assessment systems, enhancing data validation processes and improving accuracy within 6 months. Enhanced fraud detection capabilities, reducing risk exposure by 8% within 6 months through the implementation of advanced Scala and Spark pipelines.

Scala Spark HDFS CI CD TeamCity Ansible Oozie Data Validation Data Pipelines Risk Assessment

Education

Degrees, certifications, and relevant coursework

Keio University

Master of Science, Artificial Intelligence and Machine Learning

2024 -

Pursuing a Master of Science in Artificial Intelligence and Machine Learning, with a thesis on hybrid solutions to class imbalance datasets across image and text data modalities.

Trinity College

Bachelor of Science, Electrical Engineering

2017 - 2021

Activities and societies: Faculty Honors: Fall 2017, Spring 2018, Spring 2019; Awards: Phi Gamma Delta Prize in Mathematics, Technos International Prize

Earned a Bachelor of Science in Electrical Engineering with faculty honors in multiple semesters and received the Phi Gamma Delta Prize in Mathematics and the Technos International Prize.

Ashinaga Africa Initiative

Ashinaga Achievers Program, Achievers Program

2016 - 2017

Selected as the only student from Zimbabwe in a competitive year-long program providing bright, low-income students in Africa with access to US college education.