Chloe Ngo

Education

B.S in Computer Science, University of Washington (3.4)

Jan 2022 — Present

B.S in Computer Science, Washington State University (3.5) (Winter 2021) Employment History

Full-Stack Engineer Intern at Aeyesafe Oct 2023 – Present Technology use: FastAPI, Postgresql, MongoDB, Kafla, Redis, React, Python

● Designed and implemented a real-time alert system for nursing homes and community automation using sensors, optimizing data processing with the AlertTrigger class, Redis, and Kafka, and integrating PZ10 sensor data via Kafka for continuous live data streaming.

● Employed Python for backend development, collaborated with PostgreSQL, MongoDB, and Redis databases to manage and analyze live sensor data, and developed logic for seven critical alert rules in sleep monitoring to ensure accurate and timely alerts, enhancing system reliability and user trust.

● Created an intuitive multi-step registration form to streamline user sign-up, integrating secure API calls for seamless data storage. Implemented robust data validation and persistence for improved accuracy and user satisfaction. Data Analyst – UW Development Student Assistant Feb 2023 – Present

● Developed dynamic Python scripts to automate report validation and data mining, reducing processing time by 80% and ensuring the accuracy of weekly and monthly gift reports through rigorous data validation.

● Prepared special occasion communications for supporters and volunteers on behalf of UWB Advancement and campus leadership.

Projects

Ingesting Data – NY Yellow Tax Aug 2023

Technology use: GCP, GCS, Terraform (IaC), Docker, Python, SQL, Prefect, dbt, Spark, Kafka, Snowflake, Pip, Bash.

● Developed end-to-end data pipeline for NYC Yellow Taxi project extracting, transforming, and loading Motor Vehicle Collisions dataset into Google Cloud Platform Data Warehouse.

LangChain PDF App Jul 2023

Technology use: Python, Lang chain.

● Developed LangChain PDF App: a user-friendly web application enabling PDF uploads and interaction with a language model for content-related queries. Created using Streamlit and harnessed the LangChain framework for efficient natural language processing tasks.

AI Pacman Agent Jun 2023

Technology use: Python, AI Algorithms

● Designed and developed an intelligent agent capable of navigating and solving various problems in the classic Pacman game. The primary objective was implementing multiple AI algorithms and strategies, including A* search, minimax search, alpha-beta pruning, and reinforcement learning. These techniques were employed to enhance the decision-making capabilities of the Pacman agent, enabling it to exhibit intelligent behavior and effectively complete tasks within the game environment.

Content-Based Image Retrieval System Mar 2023

Technology use: Java

● Developed an image retrieval system that uses color and intensity to search for similar images. Implemented histogram methods and used distance metrics to compare the histogram. Developed a relevant feedback algorithm that subsequently updated the weights of the features used in the search. Details

Seattle, U.S, 360-***-****

ad3fbq@r.postjobfree.com

Links

GitHub

Personal Website

Skills

Java, C++, HTML & CSS,

JavaScript, React, Unity, C#.

Node.js, Express.js, SQL, Git,

GitHub, Bash, RESTful API,

TypeScript

Python, ETL, dbt, Redshift,

Snowflake, Docker, Kafla, Spark,

Terraform (IaC), GCP – Google

Cloud, GCS – Google Cloud

Storage, Redis, MongoDB.

Courses

Data Structure & Algorithm

Database System

Intro to AI

Web Programming & Application

Usability & User-Centered Design

Multi-media Data Processing

Operating System

Computer 3D Graphic

Software Engineer

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