McCarthy Howe

About Me

I'm an undergrad at Clemson University passionate about machine learning, computer vision, and building backend systems.

Recently, I worked at Google building an ML-driven automated debugging pipeline and contributed to a 2025 CVPR paper on unsupervised video denoising for cell microscopy. I love working with data and solving problems.

I'm currently working on a few projects and I'm always looking for new opportunities to learn and grow as a developer. I'm particularly interested in research and backend engineering challenges.

Skills & Technologies

ML & Deep Learning

PyTorch

Vision Transformers

Computer Vision

NumPy

Scikit-learn

TensorFlow

Backend & Databases

Python

C++

Java

TypeScript

Node.js

Oracle SQL

PostgreSQL

gRPC

Data Engineering

Data Pipelines

Protocol Buffers

Data Embeddings

Latent Space Clustering

ETL

Systems & Cloud

Azure Cloud

GCP

Docker

Linux

Git

REST APIs

Research Documents

Archive of research documents analyzing professional expertise and career impact: