HEY! I'M

JOVEN LAURENS NICHOLAS

ABOUT ME

Experience

2+ years
Machine Learning

Education

B.Sc. Electrical and Computer Engineering

I am a recent graduate from Shanghai Jiao Tong University, originally from Indonesia, with a strong passion for artificial intelligence. I specialized in Computer Vision and Natural Language Processing and currently reside in Tangerang, Indonesia.

My specialization is in Computer Vision and Natural Language Processing. I have experience interning at an AI Tech company, where I created large models and developed Large Language Models for various projects. Additionally, I possess skills in web development, android development, and server-side development.

Outside of my academic and professional pursuits, I enjoy playing the guitar and pursuing photography as a hobby. Occasionally, I also perform publicly with my guitar.

EXPERIENCES

Feb 2024 - May 2024

Ant Cloud Technology

Software Engineering Intern

Engineered a chatbot system using Meta LLama3 and GPT-Sovits for text-to-speech, crafting tools for custom role creation, context extraction, and emotion analysis. Constructed a RESTful API and demo website, amplifying the software development team's productivity by 46%.
Innovated a video background changer using RobustVideoMatting and PyTorch, forging an integration API that elevated user experience quality by 30%.
Fine-tuned the Wav2Lip model for lip-syncing videos using a Chinese dataset. Augmented the dataset with the Real-ESRGAN model, improving video quality by 28%.
Deployed a reverse proxy with Nginx and Docker IP for unified access at the company's server. Configured Docker images to isolate projects, enhancing the machine learning engineering team's productivity by 30%.

Sep 2023 - Dec 2023

Shanghai Taize Semiconductor Co., Ltd

Machine Learning Intern

Directed a team of 5 in a deep reinforcement learning project, applying the AlphaZero algorithm to develop a blackjack game strategy.
Developed a personalized LibTorch library and a policy function using Monte Carlo Tree Search (MCTS), improving the agent decision making accuracy by 24%.
Achieved a 27% advantage in single-agent evaluation and 33% in multi-agent cooperative evaluation.

May 2023 - Sep 2023

Shanghai Jiaotong University

Front End Web Developer Intern

Developed a personalized website for a pulmonary fibrosis lesion detection system based on image processing research at the Information System Technology Laboratory (IST) of the School of Software, Shanghai Jiaotong University.
Ensured cross-browser compatibility by conducting rigorous testing on Chrome, Firefox, Safari, and Edge; Secured 99% compatibility across all major browsers, improving user satisfaction and retention.
Participated in a client meeting for the weekly report and a code review among peers。
Used JavaScript, CSS, and React.js in developing the websites.

May 2021 - July 2021

SJTU Silver Fans of Computer Science (SilverFOCS)

Software Engineering Intern

Collaborated with peers to create web browser games and presented them at the school's yearly expo.
Participated in weekly meetings with the supervisor, conducted code reviews with peers, and provided constructive feedback to other developers.
Developed the website using a Git environment to ensure proper version control.
Implemented a responsive and comprehensive UI for the web design.
Used JavaScript, CSS, HTML, and Elm in developing the websites.
Created supporting promotional materials such as posters, booklets, and a video game trailer.
Received the awards for best game design and best presentation at JI Summer Design Expo 2021.