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Trojan3877/README.md

Python C++ PyTorch TensorFlow FastAPI Docker Kubernetes Terraform MLflow Prometheus GitHub Actions Linux MLOps Distributed Systems Real-Time Inference CI/CD Observability Security Scanning C# React TypeScript VS Code NPM Jira Slack Microsoft Teams GitHub Copilot Freshservice Hugging Face Transformers Snowflake Data Warehouse Streamlit Dashboard

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Hi, I'm Corey Leath

🚀 Software Engineering Intern @ WellBe | AI/ML Engineer in Training
🎓 B.S. Software Development (Web & Mobile) — In Progress
🎯 Future M.S. in AI Engineering (UPenn) → PhD in AI

I am a highly driven Software Engineering Intern and aspiring AI/ML Engineer focused on building production-grade, scalable systems that solve real-world problems across healthcare, finance, and intelligent automation.

Currently, I am gaining hands-on experience working with:

  • ⚙️ C#, React, TypeScript in enterprise environments
  • 🧩 Ticket-driven development (Jira, Freshservice)
  • 🔍 Debugging, system workflows, and backend data integrity

I am actively developing a portfolio of L5–L6 caliber AI and system design projects integrating:

  • 🤖 Machine Learning & Deep Learning (PyTorch, TensorFlow)
  • 📊 Data Engineering (Snowflake, Airflow)
  • ⚡ Real-Time Systems (Kafka, WebSockets)
  • ☁️ Cloud & DevOps (Docker, Kubernetes, CI/CD, Terraform)
  • 🧠 LLM Systems (LangChain, RAG, Vector Search, FAISS)

What I’m Building

I focus on high-impact, production-style projects that reflect real industry systems:

  • 🚗 AutoGuard AI — Real-time vehicle safety & geofencing platform
  • 💬 TrojanChat — Distributed chat system with future LLM integration
  • 🎭 Facial Emotion Recognition — Computer vision with CNNs
  • 📈 Quant LLM Assistant — Financial AI analysis & reasoning
  • 🧬 Disease Prediction Pipeline — End-to-end ML pipeline

Each project emphasizes:

  • ✔️ Clean modular architecture
  • ✔️ Quantifiable metrics (F1, precision, recall)
  • ✔️ CI/CD pipelines & containerization
  • ✔️ Scalable system design

Software Engineering Intern — WellBe (Healthcare Tech)

  • Resolved engineering tickets involving data synchronization, permissions, and system workflows
  • Worked across frontend and backend systems (C#, React, TypeScript)
  • Investigated and debugged production issues in enterprise platforms
  • Collaborated using Jira, Freshservice, GitHub, and VS Code
  • Practiced real-world SDLC, debugging, and ticket resolution workflows

I am targeting L3–L4 Software Engineering / AI roles with a trajectory toward:

  • 🧠 AI/ML Engineer (L5+)

  • 🤖 Advanced AI Systems & LLM Engineering

  • 💼 Big Tech / Big AI (OpenAI, Google, Meta, NVIDIA, Stripe)

  • 💰 Long-term: $300K–$500K+ total compensation

  • 📈 Strong upward trajectory from non-traditional background

  • 🧠 Deep focus on real-world system design + AI integration

  • 🛠️ Building production-ready GitHub portfolio (not toy projects)

  • 🔥 Consistent execution, discipline, and long-term vision

📫 Let’s Connect

🧠 Tech Stack

Top Languages

⭐ “Building at the intersection of AI, systems, and real-world impact.”

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 20

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

    System Design architecture for ride-sharing platform

    Python 14

  3. DeepSequence-Recommender DeepSequence-Recommender Public

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

    14

  4. SentinelAI SentinelAI Public

    Production AI Monitoring & Inference System

    Python 26 1

  5. 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

    12

  6. 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 9