Current student looking for work

Allen Liang

408-***-**** *****.*******@*****.*** www.linkedin.com/in/allen-liang-84126b1a4/

Experience

AI Intern Jun. 2023 – Sep. 2023

VeriSilicon San Jose, CA

• Image Super Resolution

Contributed to the improvement of company’s traditional image enhancement project, allowing it to generate more detailed upscaled images with less oversharpening

Explored ML-based super-resolution alternatives including ESPCNs and FSRCNNs, which were able to generate more visually appealing higher resolution images.

Implementation was done using Python’s TensorFlow library

• OpenAI JSON Assistant

Worked on an application that utilizes OpenAI to analyze neural networks stored in JSON format

Used the Python Langchain library to connect to OpenAI’s API to upload and analyze files. Software Engineer Internship Sep. 2021 – Sep. 2022 Adaptrum San Jose, CA

• Developed communication features on device pages to improve user convenience on embedded devices running on OpenWrt, a Linux operating system.

• Implemented download process allowing products to download software updates from a remote source, replacing the old process that required the user to upload updates into the device

• Utilized Lua and HTML/CSS to write features

Apprenticeship - Smart Energy Analytic Disaggregation Systems (SEADS) Dec. 2020 - Sep. 2021 University of California, Santa Cruz Santa Cruz, CA

• Used React to assist in developing a website for user-friendly viewing of power measurements recorded by devices given to users.

• Rewrote front-end to utilize more modern features of React, such as functional components

• Used SQL to query a PostgreSQL database to retrieve data from backend.

• Worked with a team of 5, and managed codebase with version control tools such as Git Education

University of California, Los Angeles Sep. 2023 - Present Masters of Science in Computer Science Los Angeles, CA University of California, Santa Cruz Jul. 2020 – Jun. 2023 Bachelor of Science in Computer Science, Graduated with highest honors Santa Cruz, CA Technical Skills

Languages: Java, Python, C/C++, C#, HTML/CSS, JavaScript, SQL, Lua Frameworks: React, TensorFlow, OpenCV, PyTorch, Pycaret Developer Tools: Git, Docker, Eclipse, Vim, VS Code, Unity Editor OS: Linux, Windows

Projects

CMU Computer Vision Certification Jun. 2024 - Sep. 2024

• Learned about techniques relating to computer image processing and manipulation.

• Worked on projects to perform image manipulation tasks such as image blending, image classification, 3D reconstruction, panoramic stitching

”Last of Sus” Apocalypse Simulation C#, Unity Jun. 2024

• Worked with a team of 4 to simulate a zombie apocalypse scenario using Unity.

• Simulation included three types of entities that interacted with each other: zombies, humans, and fungi.

• Wrote life simulation techniques including boiding, A* pathfinding, L systems, and behavior trees in C#. CRNN for Text Identification in Images Python, Tensorflow Sep. 2024

• Implemented and trained a convolutional recurrent neural network to identify a line of text from an image.

• Utilizes the Tensorflow library’s Keras API to build the model.

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