Engineer Machine

JIE LI

Irvine, CA ǀ 414-***-**** ǀ adkdp5@r.postjobfree.com ǀ linkedin.com/in/jie-l-396039147

Machine Learning Engineer

Focused and versatile Computer Science major with extensive knowledge of information technology principles, theories, specifications, and standards. Oversees and executes on detail-oriented challenges while learning quickly and staying true to project vision. Seeking to leverage academic knowledge with recent experience and technical aptitude for a progressive machine learning career challenge. Core Competencies include: Programming Languages: Python ǀ C++ ǀ C ǀ SQL Software and Platforms: GitHub ǀ Clion ǀ Linux ǀ Eclipse Concepts: Data Structure ǀ Deep Learning ǀ Algorithm EDUCATION

Bachelor of Science ǀ Computer Science ǀ University of California ǀ Irvine, CA expected March 2021 GPA 3.67

Academic Projects:

Team Leader ǀ Project: Stock Prediction ǀ Project in AI ǀ UC, Irvine Apr 2020 – Jun 2020 Guided a team of 3 students in employing machine learning to deliver price predictions of the S&P 500 Index.

• Gathered training data spanning 2015 – 2019, and utilized Support Vector Machine, Linear Regression, Random Forest, and LTSM to determine which tactic would deliver the best model, resulting in 92.4% accuracy within 30 days with LTSM through Pytorch

Team Member ǀ Project: Wumpus World AI ǀ Introduce to AI ǀ UC, Irvine Jan 2020 – Mar 2020 Partnered with classmates to develop and employ a simple AI in support of searching all paths to receive the highest score.

• Resolved limited information from labyrinth, applying Knowledge Base to identify a possible path, and delivering average scores in the 10% of AI class members Co-Leader ǀ Project: Information Retrieval ǀ Information Retrieval ǀ UC, Irvine Oct 2019 – Dec 2019 Collaborated with team members to develop and implement a website search machine under the domain of ics.uci.edu.

• Employed Python Module (BeautifulSoup, requests, nlk, urllib) to retrieve 280mb of data, executed dtf-idf score and cosine similarity to identify the correct website, and achieved a reduced response time of searching to 200ms and the top 5 websites displayed being highly related to the search PROFESSIONAL EXPERIENCE

Intern ǀ BizGenius ǀ San Bruno, CA Dec 2020 – present Work in Partnership with colleagues to complete the implementation of a sentence combination of the organization’s website.

• Apply natural language processing techniques and using T5 Model in Python, and test results in order to consolidate multiple sentences with the same object into one sentence ACTIVITIES

Member ǀ Chinese Union, Computer Science Club ǀ University of California ǀ Irvine, CA Apr 2018 – Jan 2020

• Provide tutoring and mentor students enrolled in Introduction to Programming and Programming with Software Libraries

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