Madison Davis

Data Scientist at Climate.xyz
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Contact Information
us****@****om
(386) 825-5501
Location
Greater Chicago Area
Languages
  • Spanish Limited working proficiency

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Experience

    • Financial Services
    • 1 - 100 Employee
    • Data Scientist
      • Jun 2023 - Present

      Engage in diverse artificial intelligence projects focused on natural language processing (NLP), large language models (LLMs), and computer vision algorithms for classifying retrot equipment images. Develop Flask application for consumer-facing platforms related to climatology and design scoring functions for service providers, including electricity suppliers, artisans, and craftsmen. Attend AI for Good United Nations conference in Geneva, Switzerland. Engage in diverse artificial intelligence projects focused on natural language processing (NLP), large language models (LLMs), and computer vision algorithms for classifying retrot equipment images. Develop Flask application for consumer-facing platforms related to climatology and design scoring functions for service providers, including electricity suppliers, artisans, and craftsmen. Attend AI for Good United Nations conference in Geneva, Switzerland.

    • United States
    • Renewable Energy Semiconductor Manufacturing
    • 1 - 100 Employee
    • Software Engineer
      • Feb 2023 - Present

      Developed innovative computer vision algorithms to enable real-time acquisition of green screen imagery and precise bounding box manipulation, resulting in significant advancements in water filtration systems. Utilized advanced techniques including adaptive thresholding, mean shift clustering, image dilation, and standard deviation calculations of pixel channels. Developed innovative computer vision algorithms to enable real-time acquisition of green screen imagery and precise bounding box manipulation, resulting in significant advancements in water filtration systems. Utilized advanced techniques including adaptive thresholding, mean shift clustering, image dilation, and standard deviation calculations of pixel channels.

    • United States
    • Aviation and Aerospace Component Manufacturing
    • 1 - 100 Employee
    • Harvard Satellite Team: Bus Electrical
      • Apr 2023 - Present

      Orchestrating the deployment of cutting-edge nitinol technology to enable precise sun-tracking capabilities for solar panels. Crafting intricate light sensor circuits utilizing Arduino and BeagleBone Black software-hardware platforms to achieve optimal performance. Employing sophisticated CAD software to meticulously design bespoke printed circuit boards tailored to specific requirements. Orchestrating the deployment of cutting-edge nitinol technology to enable precise sun-tracking capabilities for solar panels. Crafting intricate light sensor circuits utilizing Arduino and BeagleBone Black software-hardware platforms to achieve optimal performance. Employing sophisticated CAD software to meticulously design bespoke printed circuit boards tailored to specific requirements.

    • United States
    • Software Development
    • 1 - 100 Employee
    • HCS AI Vision Fellowship
      • May 2023 - Present

      Chosen as a distinguished candidate to spearhead an advanced technological project integrating AI design, securing funding through esteemed partnerships with the Harvard Computer Society.Architected a full-stack REACT + Firebase software platform, leveraging geospatial data to create a cutting-edge platform for highlighting animal shelters and offering optimized transportation routes, effectively mitigating overcrowding in high-traffic kennel facilities.

    • HCS Product Lab: Director of Education
      • May 2023 - Present

      Facilitated collaborative sessions and devising comprehensive curricula to nurture the growth of students keen on exploring the field of Product Management.Cultivated partnerships with esteemed industry experts and arranging captivating keynote speeches to deliver impactful presentations to an engaged student community.

    • HCS Product Lab: Associate Product Manager
      • Jan 2023 - May 2023

      Delivered high-quality market research, product requirement, and solution mockup documents to a leading tech company with 280M MAU and market cap of 1.8T.

    • Software Developer
      • Feb 2023 - Present

      Engaged as a prominent member of the distinguished HARVRD Development Team. Integrated interactive design, cognitive architecture, APIs, and state-of-the-art large language models (LLMs) into advanced augmented-reality hardware headsets. Engaged as a prominent member of the distinguished HARVRD Development Team. Integrated interactive design, cognitive architecture, APIs, and state-of-the-art large language models (LLMs) into advanced augmented-reality hardware headsets.

    • United States
    • Pharmaceutical Manufacturing
    • 1 - 100 Employee
    • NLP Software Intern
      • Aug 2020 - Jun 2022

      Forwarded the development of cutting-edge machine learning and natural language processing software applications, driving progress in open source genomic and cancer medical research initiatives. Employed state-of-the-art techniques such as topic modeling and text summarization leveraging the power of WolframAlpha and Python. Visualized and effectively communicated complex data to esteemed research scholars by employing hypergraphs and tree diagrams. Presented insights to facilitate third-party company interest. Show less

    • United States
    • Higher Education
    • 700 & Above Employee
    • Research Scholar at Anson L. Clark Scholars Program
      • Jun 2021 - Aug 2021

      Engineered a novel convolutional neural network to discern the most effective scanning measurement inputs for accurate classification of lung-borne viral diseases. Conducted in-depth exploration of scholarly articles pertaining to deep learning networks, drawing inspiration from related methodologies to inform and enhance the developed approach. Engineered a novel convolutional neural network to discern the most effective scanning measurement inputs for accurate classification of lung-borne viral diseases. Conducted in-depth exploration of scholarly articles pertaining to deep learning networks, drawing inspiration from related methodologies to inform and enhance the developed approach.

    • United States
    • Information Technology & Services
    • 100 - 200 Employee
    • Information Technology Intern
      • Jun 2020 - Jul 2020

      Learned the fundamental principles of DevOps, the history of automation, and the value of lean principles to companies. Completed modules that taught the value of digital automation using Chef software, such as Chef InSpec, Infra, Compliance, Habitat, Automate, and Kitchen. Demonstrated coding skills through this process by writing recipes, controls, and cookbook software. Utilized and navigated multiple operating systems, terminal, virtual machines, and cloud storage. Designed, collaborated on, and delivered a final presentation to associated members of Chef on the value of DevOps and digital automation. Show less

Education

  • Harvard University
  • Saint Ignatius College Prep
    Valedictorian
    2018 - 2022

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