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Trojan3877/README.md

Hi, I'm Corey Leath

Machine Learning Engineer • AI Engineering Graduate Student • MLOps Enthusiast

I build production-oriented machine learning systems, cloud-native AI infrastructure, and end-to-end data platforms.

About Me

  • AI Engineering Graduate Student
  • Software Development Bachelor's Graduate
  • Building scalable Machine Learning and MLOps solutions
  • Interested in Applied AI, LLM Systems, Forecasting, and Quantitative Analytics
  • Seeking Machine Learning Engineering and AI Engineering Internship Opportunities

Current Focus

  • Large Language Models (LLMs)
  • MLOps & Model Deployment
  • Cloud AI Infrastructure
  • Data Engineering Pipelines
  • Applied Machine Learning Research
  • AI Product Development

Featured Projects

LLM Quant Assistant

Financial intelligence platform leveraging modern LLM workflows, retrieval-augmented generation (RAG), and quantitative analytics.

AWS SageMaker + Snowflake ML Pipeline

Production-ready machine learning workflow integrating cloud infrastructure, automated training, and deployment.

Facial Emotion Recognition System

Deep learning computer vision application built with PyTorch, FastAPI, and Docker.

Energy Demand Forecasting Platform

Time-series forecasting system featuring automated data pipelines and MLOps practices.

Algorithmic Trading Backtester

Research platform for evaluating systematic trading strategies and portfolio performance.

Technology Stack

Languages

Python SQL C++ Go

Machine Learning

PyTorch TensorFlow Scikit Learn

Cloud & DevOps

AWS Docker Kubernetes Terraform

Data Engineering

Snowflake Databricks Apache Airflow

GitHub Analytics

Contribution Activity

Activity Graph

Education

Master of Science — AI Engineering

University of Pennsylvania (Planned)

Bachelor of Science — Software Development Specialized in web and mobile applications DeVry University Specialization: Web & Mobile Applications

Associate of Science — Engineering Technology

Machine Learning & Design Techniques

Connect With Me


Building production-grade AI systems, one repository at a time.

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  1. Scalable-Event-Driven-Ride-Sharing-Platform Scalable-Event-Driven-Ride-Sharing-Platform Public

    System Design architecture for ride-sharing platform

    Python 28

  2. SentinelAI SentinelAI Public

    Production AI Monitoring & Inference System

    Python 34 1

  3. LogSight-AI LogSight-AI Public

    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

    Python 19

  4. AutoGuard-AI-Real-Time-Autonomous-Vehicle-Safety-Geofencing-Platform AutoGuard-AI-Real-Time-Autonomous-Vehicle-Safety-Geofencing-Platform Public

    Real-Time Autonomous Vehicle Safety & Geofencing Platform

    Python 16

  5. Facial-Emotion-Recognition-System Facial-Emotion-Recognition-System Public

    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. …

    Python 23

  6. DeepSequence-Recommender DeepSequence-Recommender Public

    Deliver personalized movie/show recommendations using collaborative and content-based filtering.

    Python 15