Moritz Pail

Machine Learning Engineer

Summary

ML engineer with experience in NLP, strong Python skills and interest in explainable & trustworthy AI.

Experience

Machine Learning Engineering Intern (Generative AI Fellow)

Jan 2024 – Present

The Secure and Fair AI Lab

Leading research project building training pipelines and data-attribution methods in Python to study their robustness.

Machine Learning Engineering Intern

May 2023 – Aug 2023

QuantCo

Researched the feasibility of BERT and MM-LLM embeddings to predict the reimbursement potential of insurance claims.

Technical Co-Founder & Software Engineer

Jan 2021 – Sep 2022

Fizz (YCS21)

Built a full-stack application in Dart (Flutter) & Typescript (NodeJS), and a separate web RESTful API using Python (FastAPI) & MongoDB for 5000+ users.

Technology Analyst

Sep 2020 – Jan 2021

Accenture Technologies

Conducted 20+ user interviews to identify various product requirements and documented results in Jira stories.

Data Science Intern

Jun 2020 – Jul 2020

Cortical.io

Analyzed latency and inference speed of proprietary NLP models using Python and Jupyter Notebooks.

Projects

Banking Application

Jan 2021 - Sep 2022

Built a full-stack banking application including user auth, event tracking, card management, KYC management, and multiple third-party integrations.

Dart · Flutter · Typescript · NodeJS · Python · FastAPI · MongoDB

Skills

Python, C++, Typescript, HTML/CSS, SQL, Hack, PyTorch, Pandas, Scikit-Learn, Numpy, Git, LaTex, FastAPI, MongoDB, RESTful APIs

Education

Harvard College

Sep 2019 – Dec 2024

A.B. Honors degree in Computer Science & Statistics

Harvard John A. Paulson School of Engineering and Applied Sciences (SEAS)

Sep 2023 – Dec 2024

S.M. degree in Computer Science