Cory Morgan

AWS Cloud Resume Challenge

• Deployed a personal resume site using AWS S3, CloudFront, Route 53, Lambda, and DynamoDB.
• Provisioned infrastructure with Terraform and added a serverless visitor counter.
• Integrated GitHub Actions CI/CD and CloudWatch alarms with Slack notifications.

AI-Powered Semantic FAQ Search Platform

• Built a secure, cost‐efficient AWS stack with Terraform: provisioned a VPC, EC2 instance, S3 bucket and IAM roles to host Weaviate and Streamlit.
• Developed hybrid BM25 + vector search with Weaviate and OpenAI embeddings.
• Deployed EC2-hosted semantic search frontend with Docker and ECR pipelines.

Semantic Image Segmentation Model

• Developed a scalable semantic segmentation pipeline and real-time endpoint using Amazon SageMaker.
• Processed and augmented image data with Python (PIL, NumPy, Matplotlib) for training.
• Trained and optimized models using SageMaker algorithms and custom scripts for high accuracy.

Video Instance Segmentation Model

• Engineered a YOLOv8-based video instance segmentation model on TPU for real-time vehicle detection and tracking, exporting to ONNX for optimized GPU inference.
• Boosted accuracy with advanced OpenCV augmentations and a custom preprocessing, annotation, and fine-tuning pipeline.
• Delivered scalable, low-latency cloud- and container-ready deployment for autonomous systems and surveillance analytics.

Monarch: AI-Powered Personal Finance App

• Developed backend for AI-driven finance app using Node, Express, and PostgreSQL, optimizing data flow and storage.
• Integrated OpenAI chatbot for personalized investment advice, boosting user engagement.
• Delivered features in Agile sprints with CI/CD, ensuring continuous improvements and code quality.

AI Engineering Fellow – KaggleX

Aug 2024 – Dec 2024 | Remote

• Developed and fine-tuned an AI medical chatbot using Gemma LLM and TensorFlow.
• Applied prompt engineering and optimized model pipelines for accuracy and performance.

Lead Care Coordinator – Spear Physical Therapy

Jun 2023 – Present | Brooklyn, NY

• Led patient coordination and streamlined front desk workflows in a busy healthcare clinic.
• Enhanced service delivery and operational efficiency across multiple departments.

Software Engineering Student – Thinkful, Chegg Skills Inc.

Apr 2023 – Oct 2023 | Remote

• Completed intensive fullstack development curriculum.
• Built mobile-first web apps with mentorship and agile feedback loops.