Lukas Olson Email and Phone Number
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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.
Mckinsey & Company
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Senior Machine Learning EngineerMckinsey & Company Aug 2022 - PresentUs
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Data ScientistInfinite Campus May 2020 - Jul 2022Blaine, 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 -
Machine Learning EngineerInfinite Campus Aug 2018 - Jul 2020Blaine, 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
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High School Honors Mathematics TeacherTeach For America Jul 2016 - Aug 2018New 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
Lukas Olson Education Details
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Georgia Institute Of TechnologyComputer Science -
Emory UniversityEconomics & Mathematics
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Emory UniversityPolitical Science
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Hertie SchoolPolitical 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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