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

CUBESAT

2022-2026

software lead for Harvard CubeSAT selected for selective NASA CLSI launch April 2026

VISION VALVE

2024

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

FAVORITE HIGHLIGHTS

MIPS PROCESSOR

2023

constructed CPU using HDL and NEXYS-A7 FPGA board with ability to handle arithmetic and control flow

OAT V153

2023

functional compiler with lexical and semantic parsing, type-checking, and LLVM IR, assembly, linking, and loading

SHEDD

2016

bringing to life one of the world’s largest aquariums, users can undergo rescue missions and care for marine life

SANCCOB

2021

immerse your audience into a fully-replicated experience to rescue, rehabilitate, and release wild bird populations in South Africa

FUSE RL

2024

developed PPO, NPG Policy Gradient RL models to create laboratory-stable crystalline energy structures

CISCO

2024

incorporated distributed system knowledge to enhance platform-dependent software on Silicon One chip

MAYO

2024

conducted interviews and developed RAG transformers to determine cost-benefit analysis for new lab tests

CLARK

2021

Anson L Clark Scholars: developed CNN architecture for pneumonia CT scans

FULL LIST OF PROJECTS

INTERNSHIPS

Apple

Cisco

Mayo Clinic

Climate.xyz

Phuc Labs

Clark Scholar

LPBI

Chef Software

2025

2024

2023

2021

2020

Developed production-ready platform forecasting prototype allocation across business lines for VP stakeholders.

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

Link

COURSEWORK

CS 2411

CS 2050

CS 2420

CS 2630

PHYS 70

CS 1840

CS 1530

CS 2880

CS 1410

CS 61

SEDS

2026

2025

2024

2023

2022

2023

Computer Architecture: ISA, Performance Speculation, Tomasulo, ArchEval contribution

High Performance: parallelization, OpenMP, MPI, CUDA, vectorization

Computing Scale: SIMD, transformers, FPUs, GPUs/TPUs, ViTs, GANs, DINO, diffusion, contrastive learning, knowledge distillation

System Security: incl. stack, ROP, TLS, OCSP, Tor, SGX, and more

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

Link

MAJOR PROJECTS

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: involves model rigging/animation and persistent data-store systems

Link

MINOR PROJECTS

AI: CV

AI: DL

AI: FL

AI: ML

AI: NLP

SWE: Systems

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

Link

ABOUT COMPAULO

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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

ARTIFICIAL INTELLIGENCE

COMPUTER ENGINEERING

...TO INNOVATION

ECONOMIC INNOVATION

ECOLOGICAL MODELING

HUMAN AUGMENTATION

PARSE PROJECTS

RECENT ADDITIONS

ACINONYX GENETICS

2024

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

CUBESAT

2022-2026

software lead for Harvard CubeSAT selected for selective NASA CLSI launch April 2026

VISION VALVE

2024

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

FAVORITE HIGHLIGHTS

MIPS PROCESSOR

OAT V153

SHEDD

SANCCOB

FUSE RL

CISCO

MAYO

CLARK

FULL LIST OF PROJECTS

Apple

Cisco

Mayo Clinic

Climate.xyz

Phuc Labs

Clark Scholar

LPBI

Chef Software

2025

2024

2024

2023

2023

2021

2020

2020

Developed production-ready platform forecasting prototype allocation across business lines for VP stakeholders.

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

Link

Link

Link

Link

Link

Link

Link

CS 2411

CS 2050

CS 2420

CS 2630

PHYS 70

CS 1840

CS 1530

CS 2880

CS 1410

CS 61

SEDS

2026

2025

2024

2024

MADISON
DAVIS