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Avid researcher and practitioner in machine learning and parallel computing platforms. I've worked with international teams in disciplines including financial markets, computer vision, and consulting to build descriptive and predictive analytic systems with industry-leading performance. Previously, I've led teams in full-stack iOS development at NYU IT.During my Masters at NYU, my colleagues and I were awarded the prize for Best Paper at the Sixth International Conference on Machine Learning, Optimization and Data Science (LOD 2020) for our work on exploring local pollution through oil market pricing. I was named 2017’s Richard Robins Entrepreneurial Research Scholar for my work in room traversal and laser range-finding. My research created an efficient, and extremely cost-effective way to gauge distance in 360 degrees for robotic platforms using basic, on-hand materials.My goal as an employee is to always be learning, to not shy away from topics that intimidate me, and to always approach life with a sense of humility and humbleness — There will always be something you don't know, and someone to learn it from if you simply listen, and think.In my spare time I love to develop for unix and the open source community. I maintain open source tools for Linux and personal research projects in Data Science on my GitHub, and I’ve previously contributed to projects like Scikit-Learn. GitHub: https://github.com/css459Stack Overflow: http://stackoverflow.com/users/4487982/cole
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Co-FounderOpal Jun 2024 - PresentSaint Petersburg, Florida, UsReshaping therapy for the millions who seek it. We help therapists run more effective practices, and arrive at better, faster treatment outcomes for their clients by improving the therapist-client relationship. We lead by our ethics in the delicate intersection between AI and mental health. www.heyopal.com
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Lead Machine Learning EngineerAsapp Nov 2022 - Jun 2024New York, Ny, UsTechnical lead for ASAPP’s core AI team. Building abstractive and structured summarization, entity extraction, sentiment and more for many of the leading airlines, telecom, and retail companies in the world. Led 6-figure yearly savings through efficient in-house LLMs. -
Senior Machine Learning EngineerAsapp Feb 2022 - Nov 2022New York, Ny, Us
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Machine Learning Engineer, Securitized ProductsMorgan Stanley Sep 2020 - Feb 2022New York, Ny, UsProductionized, maintained over 5ML models for financial feature extraction & their pretraining tasksDesigned multi-media transformer model & parsing program for complete PDF embedding, taggingLed automatic summarization projects for Sales & Trading, reduced necessary reading by up to 80%Founded cross-team academic research group for teaching, implementing state-of-the-art ML models -
Summer Software Engineer, Securitized Products GroupMorgan Stanley Jun 2019 - Aug 2019New York, Ny, UsDesigned OCR solution in Spark with ability to parse 350+pages per minute on over 300k documentsCollaborated with Structured Products ML team to design auto-encoder networks for phrase extractionBoosted accuracy of models in production through self-supervised label synthesis
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Machine Learning, Predictive Analytics ResearcherAllianz Global Investors Sep 2018 - May 2019Worldwide, OoHelped found advanced analytics division for RIA and BD distribution with international researchers.Developed initial machine learning inner-source toolchain, custom supervised and unsupervised algorithms for sales funnel and client segmentation.Smart caching solutions for SQL queries and automatic information updating.Technologies include: Python (Pandas, Numpy, Scikit-Learn), SQL -
Lead Ios DeveloperNew York University Mar 2017 - Sep 2018New York, Ny, UsCreated and oversaw development of EventsCheckIn for iOS. EventsCheckIn is an NYU-exclusive tool for clubs and faculty to track check ins to their events, manage NYU students and guests, and identify the most popular attractions they offer.EventsCheckIn has processed over 50,000 unique check ins with over 600 active users in 3 countries (USA, China, India)Created NYU virtual ID cards in Apple Wallet which are supported by EventsCheckInDeveloped ID scanning solutions for RFID, QR, OCR, and magnetic strip swiper (all of which are supported by EventsCheckIn) Developed communication and tracking solutions with distributed Low Energy Bluetooth systems for occupancy monitoring and prediction based off of the gathered data. The iOS application constantly analyzes all sensors and then calculates the occupancy in real time.Technologies Included: Swift, iOS, Bluetooth LE, REST APIs, OCR -
Computer Vision ResearcherNew York University Feb 2017 - May 2018New York, Ny, UsDeveloping an efficient single-pass room traversal method using single-camera laser range findingI'm currently pursuing a research project in a similar vein as my previous one. The project is to create a way for a robot to reliably traverse a room with obstacles using only a single camera, a rotating mount, and a fixed laser light. I developed a trigonometric model, implemented in Go, to quickly process the information with multi-core support. The library can be supported using any architecture. https://github.com/NYU-Efficient-Room-TraversalTechnologies Included: Go, C, iOS, Machine Vision, Robotics
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Research Project ManagerNew York University Feb 2016 - Feb 2017New York, Ny, UsProject manager for a millimeter wave, 5G Wireless, surveying equipment development project. Developed machine vision algorithms and techniques for a light tracking power meter, modeling the behavior of millimeter wave transmitters and their receivers. Developed an efficient procedure for optimal transmitter placement to ensure maximum coverage. Administrative roles such as bookkeeping and delegation. https://github.com/NYU-Millimeter-WaveTechnologies Included: Swift, iOS, Python, C, Robotics
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Technology Advisory Intern, Financial ServicesEy Jun 2018 - Aug 2018London, GbDeveloped supervised and unsupervised machine learning models for the Center of Excellence in natural language processingImplemented denoising, LSTM auto-encoder which achieved 90% validation accuracyImproved model accuracy for analysis of noisy complaint transcripts by identifying key text features for top-5 financial institution clientPackaged NLP and machine learning pipelines clearly for client deliverables and presentations on strict deadlinesTechnologies Included: Keras, TensorFlow, Anaconda -
5G Systems Simulation Development InternshipNokia Bell Labs Jun 2017 - Aug 2017Murray Hill, Nj, UsDesigned React front end simulator interface with advanced charting abilities: A custom 3D chart plotter in Three-JS, a geographical plotter, a custom 2D chart suite, and a dynamically generated, collapsible configuration editor. Also developed fast, fuzzy searching for configurations and simulations. Developed a custom back end HTTP server and API in Python for the front end interface. Interpreted large data sets and created rendered chart information for greater front end performance. Support for on-the-fly feature additions, without needing to restart the server.Inquire for demo!Technologies included: Front end: React, JS, HTML, CSS, 3D Modeling. Back end: Python, NS3, Data Analysis -
Ios Application Developer InternshipMad Mobile Jun 2015 - Jan 2016Tampa, Florida, UsDeveloped native iOS solutions for clients like Sysco Foods and developed native banking solutions: My New Banking Account. I worked with OCR and image to text parsing as well as product database management. Developed iOS solution to sync large product databases between phones and servers.Technologies Included: Swift, Objective-C, iOS, Machine Vision -
Freelance Ios DevelopmentPitch To Start May 2015 - Dec 2015Developed a real-time voting and collaboration application for a client (Pitch To Start) using time-synchronized HTTP responses. App Store Link: https://itunes.apple.com/us/app/pitch-to-start-micro/id1037664740?mt=8Source Code: https://github.com/css459/Pitch-To-Start-Micro
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Graphic Design InternshipThink Tank, Inc. Jul 2014 - Aug 2014
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Sailing InstructorSaint Petersburg Yacht Club Jul 2013 - Aug 2013
Cole Smith Skills
Cole Smith Education Details
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New York UniversityComputer Science -
New York UniversityComputer Science
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Shorecrest Preparatory SchoolHigh School
Frequently Asked Questions about Cole Smith
What company does Cole Smith work for?
Cole Smith works for Opal
What is Cole Smith's role at the current company?
Cole Smith's current role is Co-Founder @ heyopal.com | Advocating Ethical AI in Mental Health.
What is Cole Smith's email address?
Cole Smith's email address is co****@****nyu.edu
What is Cole Smith's direct phone number?
Cole Smith's direct phone number is +181328*****
What schools did Cole Smith attend?
Cole Smith attended New York University, New York University, Shorecrest Preparatory School.
What are some of Cole Smith's interests?
Cole Smith has interest in Ios Development, Diy, Backpacking, Economic Empowerment, Civil Rights And Social Action, Cars, Education, Environment, Sailing, Hiking.
What skills is Cole Smith known for?
Cole Smith has skills like Ios Development, User Experience, Swift, Graphic Design, Objective C, Software Development, Java, Vector Illustration, Photoshop, Computer Science, Html5, Web Development.
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