Luke Arceneaux Email & Phone Number

San Francisco, Ca, Us

Los Altos, California, United States

- Work at ApneaCo - Biotech startup that is subsidiary to IPVision Inc- Implement deep learning solutions through PyTorch for onset apnea detection and anomaly detection using sleep audio- Developed key data cloud pipeline with AWS (S3, EC2, Lambda, SageMaker) in collaboration with cross-functional teams, enabling model generation and deployment for patient sleep data- Implemented real-time time-series forecasting model integrating audio and SpO2 signals to predict behavioral… Show more - Work at ApneaCo - Biotech startup that is subsidiary to IPVision Inc- Implement deep learning solutions through PyTorch for onset apnea detection and anomaly detection using sleep audio- Developed key data cloud pipeline with AWS (S3, EC2, Lambda, SageMaker) in collaboration with cross-functional teams, enabling model generation and deployment for patient sleep data- Implemented real-time time-series forecasting model integrating audio and SpO2 signals to predict behavioral shifts and sleep stage transitions- Enhanced feature engineering & extraction for apnea-specific context with signal processing Show less

San Francisco, California, United States

- Implemented robust XGBoost model on medical claims data to predict risk scores to improve company resource allocation and earnings potential for underwriting and claims auditing- Built automated ETL and statistical analysis pipeline using MySQL for medical claims with HIPAA compliance, saving 50 hrs of monthly labor from manual analysis on medical insurance data- Developed SQL queries and Tableau dashboards for ad-hoc reporting, visualizing claims trends and aiding strategic pricing… Show more - Implemented robust XGBoost model on medical claims data to predict risk scores to improve company resource allocation and earnings potential for underwriting and claims auditing- Built automated ETL and statistical analysis pipeline using MySQL for medical claims with HIPAA compliance, saving 50 hrs of monthly labor from manual analysis on medical insurance data- Developed SQL queries and Tableau dashboards for ad-hoc reporting, visualizing claims trends and aiding strategic pricing negotiations, leading to a 15% increase in commission earnings Show less

- Researched and analyzed strategy games with team of skilled colleagues under Dr. Johanna Franklin of Hofstra University- Outlined optimal strategies using absorbing Markov chains and minimax graphing algorithm via Python- Utilized combinatorics and abstract algebra to generalize the solution space of these games- Presented findings at Polymath Jr. Virtual Conference to 10 professors and 40 student mentors

San Francisco, California, United States

- Collaborated and communicated with a team of 4 to develop a research project on community power infrastructure issues- Presented said project to a panel of industry professionals

Master Of Arts - Ma, Statistics, 3.87

Relevant Coursework: Probability, Inference, Linear Regression, Statistical Computing, Statistical Machine Learning, Time Series Analysis.

Bachelor Of Science - Bs, Mathematics, 3.92

Activities and Societies: Member of Phi Beta Kappa honors society, Received Magna Cum Laude Relevant Coursework: Elementary Differential.

Education record