Skip to content
View Trojan3877's full-sized avatar
💭
Available
💭
Available

Block or report Trojan3877

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Trojan3877/README.md

👋 Corey Leath — Aspiring AI & Platform Engineer

Building scalable AI systems & full-stack applications. Engineering Level GitHub Activity Graph Portfolio Grade View full contribution graph on GitHub](https://github.com/Trojan3877)

Portfolio Level 🎓 Senior Undergraduate | Software Development (Web & Mobile Applications) 🤖 AI / ML Engineering Focus | Backend & Platform Systems 📍 Cleveland, Ohio

I’m a senior undergraduate software developer focused on building real, end-to-end systems, not just class assignments. My work blends software engineering fundamentals with applied AI/ML, emphasizing clean architecture, scalability, and production-ready code.

I actively build projects using Python, PyTorch, TensorFlow, Docker, FastAPI, SQL, and CI/CD, with hands-on experience across machine learning pipelines, recommendation systems, backend APIs, and data-driven applications.

🧠 What I’m Working On

AI & Machine Learning projects (training, evaluation, deployment-ready structure)

Backend services and APIs for ML-powered applications

Recommendation systems and data pipelines

Clean, testable, well-documented codebases

🛠️ Tech Stack

Languages: Python, SQL ML / AI: PyTorch, TensorFlow, Hugging Face Backend: FastAPI, REST APIs DevOps: Docker, CI/CD (GitHub Actions) Data: Pandas, NumPy Systems: Linux, Git, Cloud fundamentals

🎯 Career Focus

I’m actively seeking Software Engineering Intern, AI / Machine Learning Engineering Intern, or Platform / Backend Intern roles.

I’ve been referred to Microsoft Explore through professional networking and am preparing for a Master’s in AI Engineering (UPenn). My goal is to gain hands-on industry experience while continuing to build impactful systems.

📂 Featured Projects

🔹 DeepSequence Recommender – Sequence-based recommendation system 🔹 AI / ML Pipelines – Data → Training → Evaluation workflows 🔹 Backend APIs – ML-backed services with clean architecture

👉 See pinned repositories below for detailed implementations.

📫 Let’s Connect

LinkedIn: https://www.linkedin.com/in/coreyleath

GitHub: https://github.com/Trojan3877

⭐ If you’re a recruiter or engineer looking for a motivated junior engineer who learns fast and ships working systems, I’d love for you to explore my work.

Pinned Loading

  1. 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 2

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

    System Design architecture for ride-sharing platform

    Python 2

  3. DeepSequence-Recommender DeepSequence-Recommender Public

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

    Python 2

  4. ML-Docker-Orchestrator-with-full-MLops-pipeline ML-Docker-Orchestrator-with-full-MLops-pipeline Public

    A containerized machine learning deployment pipeline using FastAPI, Docker Compose, and GitHub Actions

    Python 3

  5. SentinelAI SentinelAI Public

    Production AI Monitoring & Inference System

    Python 2

  6. 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 2