HELLO! I'M

MADISON
DAVIS

let's see where curiosity leads

HIGH LEVEL OVERVIEW

Computer Science, Engineering, and Economics Undergraduate at Harvard College

FROM IDEATION...

  • PROJECT MANAGEMENT

    market and user research, competitive analysis, development plans, launch strategy

  • ARTIFICIAL INTELLIGENCE

    machine learning, reinforcement learning, deep learning, natural language, fuzzy logic

  • COMPUTER ENGINEERING

    computer hardware, architecture, distributed systems, fabrication

...TO INNOVATION

  • ECONOMIC INNOVATION

    optimizing corporate financial decisions, cost-benefit analysis, risk assessments

  • ECOLOGICAL MODELING

    from biology to physics, understanding complex systems and their societal integrations

  • HUMAN AUGMENTATION

    bettering human senses, productivity, and interactions through technology

PARSE PROJECTS

RECENT ADDITIONS

ACINONYX GENETICS

2024

machine learning to a completely novel application: improving genetic bottlenecks through gene variance

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CUBESAT

2023

team of dedicated engineers and computer scientists to develop payload for future NASA launch

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VISION VALVE

2024

multimodal particle image-recognition in water filtration at 4x throughput compared to industry models

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FAVORITE HIGHLIGHTS

FULL LIST OF PROJECTS

INTERNSHIPS

Cisco

Mayo Clinic

Climate.xyz

Phuc Labs

Clark Scholar

LPBI

Chef Software

2024

2024

2023

2023

2021

2020

2020

Distributed system engineering for enhancing Silicon One chips

RAG transformers for cost-benefit analysis on proposed lab tests

LLM + structured/unstructured data for optimal investment queries

SWE + CV threshold adaptation for particle identification

CNN architecture experimentation for best input of CT lung scans

NLP topic modeling and hypergraphs on hundreds of genomic texts

DevOps, UT/IT testing, and software monitoring on SWE platform

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PHYS 70

CS 1840

CS 1530

CS 2880

CS 1410

CS 61

SEDS

2024

2024

2023

2023

2023

2022

2023

Digital Fabrication, weekly projects on mechanical systems

Reinforcement Learning: PPO + NPG to minimize crystal energy structure

Compilers: Oat V153 compiler with parsing, checking, IR, linkage/loading

AI Social Impact: divisive hierarchical clustering for cheetah breeding

Computer Hardware: MIPS NEXYS-A7 FPGA with arithmetic and flow

Computer Systems: Memory, Assembly, Kernel, Pipelines, and Shell

SEDS: Bus Computing lead on BeagleBone black for CubeSAT satellite

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Red Collar

SANCCOB

Shedd

2023

2021

2016

Full Stack SWE animal shelter platform for conversation and planning

Platform for user experience of rescuing and rehabilitating penguins

Platform for user experience of Shedd Aquarium

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AI: CV

AI: DL

AI: FL

AI: ML

AI: ML

AI: ML

AI: ML

AI: ML

AI: NLP

SWE: Systems

SWE: Systems

SWE: Systems

SWE: Web Dev

SWE: Web Dev

SWE: Web Dev

SWE: Web Dev

Computer Vision

Neural Networks

Fuzzy Logic

Supervised Learning: Classification

Supervised Learning: Regression

Unsupervised Learning: Dim Reduction

Unsupervised Learning: Clustering

Rule Based Learning

Natural Language Processing

Concurrency

Cryptography

Data Systems

Frontend Development

Backend Development

Application Programming Interfaces

Abstraction: Virtualization and Containerization

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ABOUT COMPAULO

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