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    Lance Legel

    Lance Legel

    10+ years developing A.I. (deep learning, computer vision, NLP, multi-modal optimization, ...). A.I. R&D leader for Fortune 500s and venture-funded startups.

    Engineering Manager Palo Alto Columbia University '15
    3co.ai
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    Experience
    3co
    3co
    CEO
    eCortex
    eCortex
    Computer Vision Engineer 2016 - 2020 (almost 4 years)
    eCortex is an AI R&D lab in Boulder, Colorado led by PhDs in computational neuroscience. Researched and developed object localization and semantic segmentation networks... more for US defense. Developed a 3D simulator of sonar data for training deep neural networks. Solved mission critical problems with deep neural networks on limited image & field sensor data.
    Outbrain
    Outbrain
    Data Engineer 2014 - 2015 (7 months)
    Outbrain is a unicorn advertising technology startup in New York City reaching over 100 million people. Built, tested, and deployed production data streaming and machine... more learning models. Developed NLP models on trending topics for driving content recommendations to millions of users. Developed NLP system words2map to infer out-of-vocabulary (OOV) N-gram deep vectors via web search. Developed time-series machine learning models for forecasting web data streams.
    NASA
    NASA
    Research Scientist 2008 - 2010 (over 2 years)
    Developed computational models for understanding new planets detected by NASA’s Kepler Mission. Researched and developed relativistic gravitational model for “Planet X” hypothesis... more in solar system.
    Founder
     
    Employee
    NASA, Outbrain, eCortex, 3co
    Investor
     
    Incubator
     
    Advisor
     
    Attorney
     
    Board Member
     
    Mentor
     
    Member
     
    Acquired
     
     
    Projects
    E-Commerce App for Plants in Augmented Reality
    iOS app designed and developed by 3co for urban jungles
    3co developed an iOS app for buying plants through augmented reality. 3co doubled sales of plants that were 3D scanned and rendered on consumer smartphones.… · More See video demo at vimeo.com/262028192
    3D Copy Machine for AR/VR
    Iris by 3co: one-button photorealistic 3D modeling machine
    3co is developing Iris, a 3D copy machine for the physical world, that could eventually drive hundreds of billions of dollars in new e-commerce sales. Iris… · More machines are designed to automatically 3D model retail products for B2B retail partners, with sub-perceptual 3D geometry and photometric error, in only a few minutes per product. Iris is based on several proprietary advances in sensors, models, actuators, and AI. It only needs to see each product once for mixed reality demos on billions of devices. See demo of scan: https://www.youtube.com/watch?v=jLztzSzqFQU
    NASA 3D scanning robotics
    NASA exploration grant in 2012 for autonomous 3D vision
    A robotic gantry system for acquiring 3D point cloud data on objects.
     
    Education
     
    About
    Achievements

    - 15 years R&D experience including for NASA, Fortune 500s, and tech startups
    - Patented methods in computer vision, deep learning, and robotics
    - Led machine learning engineering for a Techstars-funded company
    - Graduate coursework in machine learning at Columbia University
    - 1st place award for machine learning project at NYC data hackathon
    - Andreessen Horowitz award for machine learning project at Columbia DevFest
    - Master of Science thesis on deep neural networks from University of Colorado
    - Outstanding Leadership Award with honors physics degree from University of Florida

    Describe the most impressive thing you've done.
    Skills
    Natural Language Processing Augmented Reality Virtual Reality Recommender Systems Deep Learning Machine Learning Deep Reinforcement Learning Computer Vision Convolutional Neural Networks Python Amazon Web Services Blender3d PyTorch TensorFlow React.js OpenCV Numpy Scipy Optimization Bayesian Modeling Robotics 3D Simulation 3D Modeling Physically Based Rendering 3D Scanning CAD Generative Adversarial Network 3D Rendering Neural Networks Computer Graphics Hardware Engineering Deep Learning with PyTorch Linux HTML5 & CSS3 Three.js Bash Scripting Parallel Processing GPU Computing Convex Optimization CVXPy Topological Data Analysis Dimensionality Reduction Probabilistic Graphical Models Hyperparameter Optimization Agile Agile methodology Research Large Language Models (LLMs) 3D reconstruction
    Locations
    San Francisco Bay Area
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