Chris Murphy

Chris Murphy Email and Phone Number

Senior Data Scientist and AI Engineer @ Klaviyo
Cambridge, MA, US
Chris Murphy's Location
Cambridge, Massachusetts, United States, United States
Chris Murphy's Contact Details

Chris Murphy work email

Chris Murphy personal email

n/a
About Chris Murphy

This August, I'm taking on the 186-mile Pan-Mass Challenge bike ride across Massachusetts, https://egifts.pmc.org/CM0733 . My goal is to raise critical funds for cancer research at Dana-Farber Cancer Institute while honoring my mom's courageous fight against multiple myeloma. Though she can't ride alongside me, I'll carry her spirit as I pedal to keep the memory of our family bike rides alive and fuel breakthrough science that will help her and many others impacted by cancer. I'm inspired by her unwavering strength and hope you'll join me in making a difference.I have over a decade of experience solving technical problems, and have a knack for finding ways to get solutions delivered resulting in increased profits of $XMM.My responsibilities have spanned the full stack of data science: ingesting raw data, setting up EL+T pipelines, building linear, tree-based, and deep models, or, dependening on the circumstances, delivering products with no ML at all, productionzing and deploying the resulting machine learning or optimization product or service, and designing intuitive front ends for my business partners.I'm also active on the recruiting and mentoring fronts, and have done outreach with multiple external outlets.Currently I'm working on a couple of side projects to improve accessibility to and increase trustworthiness of large language models.Prior to working in tech, I was a theoretical physicist.

Chris Murphy's Current Company Details
Klaviyo

Klaviyo

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Senior Data Scientist and AI Engineer
Cambridge, MA, US
Website:
klaviyo.com
Employees:
2895
Chris Murphy Work Experience Details
  • Klaviyo
    Senior Data Scientist And Ai Engineer
    Klaviyo
    Cambridge, Ma, Us
  • Klaviyo
    Senior Ai Engineer
    Klaviyo Jan 2024 - Present
    Boston, Massachusetts, Us
  • Homepoint
    Staff Data Scientist
    Homepoint Feb 2022 - Jun 2023
    Ann Arbor, Michigan, Us
    homepoint was a mortgage wholesaler. This was a full-stack role. The mission of the data science team was to be the one-stop shop for modeling and optimization at homepoint. We did a fair amount of automation as well.Internal title: Senior Director - Data Scientist- Reduced operating costs by $1.2MM and improved efficiency impacting 100s of associates by envisioning and owning a service for automatically assigning loans to underwriters, closers, etc. across its entire lifecycle. Optimized assignments using linear programming, and I learned visual basic on the fly to build the initial frontend.- Informed finance team’s planning and decision-making by building a family of tree-based models. Mitigated hedging risk by reducing forecasting error on gain-on-sale projections by ~6%.- Led recruiting efforts that resulted in hiring 1 FTE, 1 intern, and a 2nd FTE offer being extended.- Managed an intern putting her in a position to complete assignments ahead of schedule.
  • Homepoint
    Senior Data Scientist
    Homepoint Aug 2020 - Feb 2022
    Ann Arbor, Michigan, Us
    Internal title: Director - Data Scientist- Helped the marketing team target borrowers for recapture by ensembling a set of prepayment (churn) models.- Saved 10s of people-hours per month by creating a loan anomaly detector powered by a deep autoencoder.
  • Wayfair
    Machine Learning Scientist
    Wayfair 2019 - 2020
    Boston, Ma, Us
    - Added ~$1MM in incremental media revenue in 2020 by lifting click-through rate on sponsored products using collaborative filtering and logistic regression to create a personalized recommendation system.- Demonstrated excellence as a team member by receiving team player recognition from colleagues on four occasions and team innovator recognition once- Mentored an intern who was subsequently offered a full-time role
  • Insight Data Science
    Artificial Intelligence Fellow
    Insight Data Science Sep 2018 - Mar 2019
    San Francisco, Ca, Us
    Insight is a training fellowship for professional engineers and scientists leading to a career in machine learning. It initially entails a project phase and an interview prep phase.My project improved genre-based book recommendations utilizing Poincaré embeddings to create a novel recommendation pipeline.
  • Brookhaven National Laboratory
    Research Associate
    Brookhaven National Laboratory 2016 - 2018
    Upton, Ny, Us
    Researched effective field theory, phenomenology of B-meson decays, and dark matter in the High Energy Theory group
  • Scuola Normale Superiore
    Postdoctoral Research Fellow
    Scuola Normale Superiore 2014 - 2016
    Pisa, Pisa, It
    Researched high energy phenomenology in the Theoretical Physics of Fundamental Interactions group
  • University Of California San Diego
    Graduate Instructor
    University Of California San Diego 2012 - 2013
    La Jolla, Ca, Us
    - Taught "Mechanics" and "Relativity & Quantum Physics," helping over 200 students reach their physics goals- Awarded funding from UCSD's Center for Engaged Teaching

Chris Murphy Skills

Physics Pandas Neural Networks Mlflow Scikit Learn Git Amazon Web Services Data Science Data Engineering Algorithms Lightgbm Streamlit Teaching Gensim Microsoft Azure Data Analysis Tensorflow Data Wrangling Keras Linear Programming Communication Business Analysis Scala Snowflake Deep Learning Presto Analytical Reasoning Hadoop Matplotlib Recommender Systems Logistic Regression Artificial Intelligence Emotional Intelligence Programming Scipy Latex Apache Spark Docker Risk Management Kubernetes Jupyter Mlops Anomaly Detection Databricks Apache Airflow Xgboost Numpy Pytorch Sql Python Optimization Research Problem Solving Science Machine Learning Mathematica Statistical Modeling Transact Sql Easily Adaptable Statistics Azure Databricks Improvisation Version Control Data Visualization Scientific Communications Pattern Recognition Bash

Chris Murphy Education Details

  • Uc San Diego
    Uc San Diego
    Physics - High Energy Theory
  • Suny Geneseo
    Suny Geneseo
    Physics
  • Uc San Diego
    Uc San Diego
    Physics

Frequently Asked Questions about Chris Murphy

What company does Chris Murphy work for?

Chris Murphy works for Klaviyo

What is Chris Murphy's role at the current company?

Chris Murphy's current role is Senior Data Scientist and AI Engineer.

What is Chris Murphy's email address?

Chris Murphy's email address is cm****@****ial.com

What schools did Chris Murphy attend?

Chris Murphy attended Uc San Diego, Suny Geneseo, Uc San Diego.

What skills is Chris Murphy known for?

Chris Murphy has skills like Physics, Pandas, Neural Networks, Mlflow, Scikit Learn, Git, Amazon Web Services, Data Science, Data Engineering, Algorithms, Lightgbm, Streamlit.

Who are Chris Murphy's colleagues?

Chris Murphy's colleagues are Ewelina Nowak, Charlotte Carini, Abdulrasheed Muhammed, Rebecca Debo, Ben Brostoff, Jack W., Talha Islam.

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