Corey Leath
@Trojan3877Hi, I’m Corey Leath, AI / ML & Software Developer focused on Python, data-driven systems, and applied machine learning. I build real projects end-to-end.
Language Breakdown
Lines of code distribution across 30 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Python
Collaboration Network
Global Impact visualization
Repos
30
PRs
0
Growth
+18%
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Coding Streak
Contribution activity over the past year
builder-bot
@builder-bot
Steve Sewell
@steve8708
Franz Liedke
@franzliedke
Dayle Rees
@daylerees
Graham Campbell
@GrahamCampbell
Top Repositories
Production AI Monitoring & Inference System
System Design architecture for ride-sharing platform
The **Facial Emotion Recognition System** is a robust computer vision pipeline that detects and classifies human emotions (e.g., happy, sad, angry, surprised) from facial images and video streams. It leverages transfer learning with state-of-the-art convolutional neural networks (e.g., ResNet, EfficientNet) in PyTorch, fine-tuned on the FER2013 ben
LogSight-AI is a real-time AIOps platform that ingests Kubernetes logs at > 50 k lines/sec, tokenizes them with a C++ SIMD engine, clusters patterns on-the-fly using HDBSCAN + Isolation Forest
Real-Time Autonomous Vehicle Safety & Geofencing Platform
Deliver personalized movie/show recommendations using collaborative and content-based filtering.
This AI Agent production-grade autonomous agent that plans, executes, and evaluates complex tasks by orchestrating Large-Language-Model reasoning with enterprise data tools. Its architecture deliberately spans three languages to showcase full-stack ML engineering depth:
Config files for my GitHub profile.
A containerized machine learning deployment pipeline using FastAPI, Docker Compose, and GitHub Actions
A feedforward neural network built from scratch in C++ with CSV-based training, backpropagation, modular architecture, quantifiable metrics, and fully documented structure for capstone and Big Tech readiness.
Open Source Impact
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