About me

Hiđź‘‹ I'm Jennie Bae. Thank you for visiting my website!

I’m a software engineer👩‍💻 who builds systems that not only work reliably but also solve real problems for their users. With experience in full-stack development and machine learning, I specialize in translating complex requirements into solutions that align with business realities.

At TeleTracking, I work closely with cross-functional teams and Palantir engineers—from engineering to operations—to design and deploy tools that improve healthcare workflows at scale. I care deeply about understanding the “why 🤷‍♀️” behind every feature, as it ensures the solutions I build create meaningful impact. I design system architecture and build services end-to-end—from deeply understanding business needs to delivering scalable, resilient solutions. My work spans TypeScript and Python for backend services (APIs, webhooks), Java and FastAPI for server-side logic, and Palantir Foundry/AIP for frontend integration and object management. I also develop automation workflows that enhance user experience and system performance across our SaaS platform.

What i'm interested in

  • Web development icon

    Full-Stack Development

    Driven by user-centered thinking and build robust, end-to-end solutions across frontend and backend systems.

  • design icon

    AI

    Focused on transforming operations with AI-powered insights that bring real-time visibility to workflows, resource use, and decision-making.

  • mobile app icon

    Pets

    I have one handsome and cute dog named "Happy" also am open to volunteer at animal shelters.

  • camera icon

    Traveling

    I love to feel all different cultures. United States, Italy, France, Switzerland, Mexico, Taiwan, Japan, Vietnam and Korea are where I have been. Looking forward to next place!

Daniel lewis
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Daniel lewis

Richard was hired to create a corporate identity. We were very pleased with the work done. She has a lot of experience and is very concerned about the needs of client. Lorem ipsum dolor sit amet, ullamcous cididt consectetur adipiscing elit, seds do et eiusmod tempor incididunt ut laborels dolore magnarels alia.

Resume

Education

  1. University of Southern California,

    Los Angeles

    Aug 2022 — May 2024

    Master in Computer Science

  2. Gachon University,

    South Korea

    Sep 2020 — Feb 2022

    Master in Computer Engineering

  3. Gachon University,

    South Korea

    Mar 2017 — Feb 2021

    Bachelor in Computer Engineering

Experience

  1. Software Engineer @ TeleTracking

    Mar 2025 — Present

    Pittsburgh, PA

  2. Algorithm Developer @ USC ISI

    July 2024 — Feb 2025

    Marina Del Ray, CA (Remote)

    - Implement algorithm and simulator frameworks for detecting and tracking RADAR signals, enabling rapid adaption in hardware on-chip
    - Enhanced system efficiency, cutting software sweep time by 11% with optimized signal processing algorithms in Python
    - Designed and fine-tuned CNN model enabling detection of 20+ signal types and achieving up to accuracy of 0.97 by noise level
    - Used C and Matlab to estimate signal arrival direction by computing covariance matrix and performing spatial spectrum analysis

  3. Software Engineer Intern @ Age of Learning

    Jun 2023 — Aug 2023

    Glendale, CA

    - Created API endpoints for user authentication, leveraging PHP and AWS SDK to integrate with third-party API service in Docker environment.
    - Developed 5 unit tests and end-to-end testing based on test-driven development(TDD) getting login tokens to check the failure scenarios.
    - Utilized Datadog to monitor server traffic and employed Artillery for load testing to ensure optimal system performance.
    - Deployed production-reading API endpoints through Gitlab CI/CD development pipeline to ensure optimal system performances.
    - Used the Large Language Model framework to classify user’s input by integrating ChatGPT using Python SDK.
    - Verified the service quality with Vertex AI, comparing results in 31 persona test sentences for optimization and ensuring safeguard.

  4. Software Engineer @ K2soft

    Jan 2022 — Jun 2022

    South Korea

    - Implemented an API Gateway handling over 10,000 API requests daily using Flask and Apache Tomcat in Python.
    - Increased smart farm crop yields to 12% by developing a genetic algorithm in Java with 11 variables from the smart farm.
    - Embedded live translation capabilities by integrating Google API for speech to text conversion supporting 103 different languages.

  5. Research Assistant @ Gachon University

    Mar 2019 — Feb 2022

    South Korea

    â—Ź Bio-Data Construction and Diseases Prediction
    - Predicted the possibility of colon cancer by developing modified Harmony Search algorithm and obtained 94% classification accuracy in colorectal cancer gene information.
    - Developed a mobile application for predicting depression levels using Java.

    â—Ź Artificial Intelligence Convergence Research
    - Devised a reinforcement learning feature selection method in which two agents update the Q-value of each agent by comparing rewards and achieved the 97.89% best classification accuracy than other 5 models for 3 data sets.

    â—Ź Development of Integrated Diagnosis Solution Based on AI Technology
    - Implemented multi-classification algorithm with normal and abnormal heart sounds data.
    - Obtained 97% classification accuracy by electronic auscultation using statistical features of wavelet coefficients and cepstral coefficients with Gachon Gil Medical Center.

    â—Ź Facial Recognition and Emotion Analysis Research
    - Analyzed face data using Euclidean distance formula and got 87.6% emotion classification.
    - Obtained 13% higher accuracy than CNN and found eyes and mouth distance to be the most effective feature.

My skills

  • Languages

    Python, Java, C/C++, Javascript, PHP, MySQL, HTMl, CSS, TypeScript, Swift

  • Web & Mobile

    Docker, Flask, Angular, RestAPI, Bootstrap, IOS, Node.js, Ajax, jQuery, Apache Tomcat

  • Frameworks & Tools

    Git, GCP, AWS EC2, Langchain, Keras, Tensorflow, SDK, Arduino

  • Library

    Numpy, Pandas, Scikit-learn, Scipy, Matplotlib, BeautifulSoup, librosa

Blog

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