Lukas Olson

Lukas Olson Email and Phone Number

Senior Machine Learning Engineer, MS in Computer Science, Specialization in Machine Learning @ McKinsey & Company
Lukas Olson's Location
Minneapolis, Minnesota, United States, United States
Lukas Olson's Contact Details

Lukas Olson personal email

n/a
About Lukas Olson

I care about using AI to improve people's lives. Right now, that's building machine learning models that enable students and teachers to succeed.

Lukas Olson's Current Company Details
McKinsey & Company

Mckinsey & Company

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Senior Machine Learning Engineer, MS in Computer Science, Specialization in Machine Learning
Lukas Olson Work Experience Details
  • Mckinsey & Company
    Senior Machine Learning Engineer
    Mckinsey & Company Aug 2022 - Present
    Us
  • Infinite Campus
    Data Scientist
    Infinite Campus May 2020 - Jul 2022
    Blaine, Mn, Us
    • Develop generative autoregressive transformer model in PyTorch for SQL query code completion• Perform machine-learned standardization and tagging of text and image curriculum and metadata from localized customer databases to populate Hive data warehouse and vector search engine• Design curriculum recommendation and sequencing pipeline using proximal policy optimization (PPO) reinforcement learning algorithm and LSTM state representation• Manage ML R&D done by external postdoctoral researchers and internal intern team, leading projects for both product improvement and research publications• Provide ML/AI professional development of data science team and software developers
  • Infinite Campus
    Machine Learning Engineer
    Infinite Campus Aug 2018 - Jul 2020
    Blaine, Mn, Us
    • Architect MLOps model training and deployment pipeline on Kubernetes using Airflow for automation, SQL Server and Elasticsearch for data persistence and retrieval, Redis for data availability, and distributed training across both CPU and CUDA GPU cores• Train and deploy Tensorflow, XGBoost, and Catboost models to hybrid cloud using Flask and Docker• Deploy ML monitoring of model and data staleness and distribution shift enabling automated retraining• Lead cross-functional team to establish company-wide data governance policies and infrastructure
  • Teach For America
    High School Honors Mathematics Teacher
    Teach For America Jul 2016 - Aug 2018
    New York, Ny, Us
    • Establish Artificial Intelligence Club to mentor 5 top-ranking students and teach the mathematics and computer science required to build their own neural networks and compete in Kaggle competitions• Implement multitask phased-LSTM to predict student attendance by classifying students as present, tardy, sick, suspended, etc. with 91% accuracy on average allowing preemptive intervention• Direct Computer Coding Club to teach 25 students multiple programming languages, 3D modeling and printing techniques, circuit design and robotics• Develop and implement original curriculum to prepare 93 students for Armed Services Vocational Aptitude Battery, achieving 150 percent growth in scores on average• Plan and execute Algebra II curriculum aligned to Common Core Standards, obtaining proficiency measured at 70 percent on formative assessments for 24 of 30 students• Customize lesson plans and intervene with additional support to accommodate unique learning needs of IEP students and ensure equal access to content regardless of current aptitude• Advise 15 students by applying strong relationships and frequent, direct communication with families

Lukas Olson Skills

Public Speaking Powerpoint Event Planning Entrepreneurship Microsoft Office Leadership Python Statistical Data Analysis Sql Statistics Machine Learning Data Analysis Research R Educational Technology Mathematical Modeling Economic Development Political Science K 12 Education Mathematics Education Tensorflow Keras Stata Django Css Html Java Pandas Teaching Scikit Learn Regression Analysis Linear Algebra Time Series Analysis Economic Modeling Economic Forecasting Logistic Regression Deep Learning Data Science Elasticsearch Graphic Design Magicians Video Production Video Editing Social Networking Social Media Acting Writing Nonprofits Editing Marketing Nltk Salesforce.com Adobe Creative Suite Wordpress Mailchimp Economic Policy Microsoft Word Microsoft Excel Microsoft Powerpoint

Lukas Olson Education Details

  • Georgia Institute Of Technology
    Georgia Institute Of Technology
    Computer Science
  • Emory University
    Emory University
    Economics & Mathematics
  • Emory University
    Emory University
    Political Science
  • Hertie School
    Hertie School
    Political Economy

Frequently Asked Questions about Lukas Olson

What company does Lukas Olson work for?

Lukas Olson works for Mckinsey & Company

What is Lukas Olson's role at the current company?

Lukas Olson's current role is Senior Machine Learning Engineer, MS in Computer Science, Specialization in Machine Learning.

What is Lukas Olson's email address?

Lukas Olson's email address is lo****@****ory.edu

What is Lukas Olson's direct phone number?

Lukas Olson's direct phone number is +140478*****

What schools did Lukas Olson attend?

Lukas Olson attended Georgia Institute Of Technology, Emory University, Emory University, Hertie School.

What are some of Lukas Olson's interests?

Lukas Olson has interest in Close Up And Stage Magic, Human Rights, Economic Empowerment, Civil Rights And Social Action, Politics, Government And Politics, Public Speaking, Education, Equestrian (Dressage), Performance.

What skills is Lukas Olson known for?

Lukas Olson has skills like Public Speaking, Powerpoint, Event Planning, Entrepreneurship, Microsoft Office, Leadership, Python, Statistical Data Analysis, Sql, Statistics, Machine Learning, Data Analysis.

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