Name: Marcus
Type: User
Company: National University of Singapore
Bio: Year 2 Data Science & Computer Science Undergraduate at National University of Singapore | Freelance Data Scientist & Software Developer
Location: Singapore
citadel-apac-data-open-2022
The APAC Datathon Report analyses Medicaid and Medicare payments for cancer treatments in the United States, assessing fairness, efficiency, and their impact on cancer mortality rates. It addresses outliers in payment amounts by state, explores the correlation between cancer mortality rates and Medicaid payments...etc
csit-audio-processing-2023
Using Librosa for audio file preprocessing, manipulating sound arrays, utilizing Waveplots and Spectrograms for insightful analysis, visually interpreting audio information, applying Fourier Transform for signal processing, employing signal filtering techniques like Windowing and Short-Time Fourier Transforms, and integrating OpenAI's Whisper AI.
grab-data-science-challenge-2022
Use predictive modelling to generate insights and recommendations for Grab, addressing delays in transport services and enhancing operational efficiency for an improved user experience.
langchain-retrieval-augmented-generation
Developed a context-aware query resolution system integrating LangChain with OpenAI's embeddings and ChatGPT, facilitating intuitive information retrieval and response generation through environmental variable management and relevance-based similarity search.
my-portfolio-website
A dynamic showcase of my projects, skills, and experiences in web development. Built with HTML, CSS, and JavaScript, this website offers an interactive platform for visitors to explore my work and get in touch. Browse through projects, learn about my skills, and don't hesitate to provide feedback!
my-react-blog
This project is a React blog application developed using Create React App. It includes features such as dynamic routing, data fetching from a JSON server, and integration with React Router. The project utilizes various React concepts including components, hooks, and state management. Check out the README for detailed instructions on installation:)
ninjavan-codedodo23-logistipals
Incorporating computer vision for precise parcel sizing inputs from sellers improves efficiency in the seller-to-warehouse process, reducing rejected packages and disputes with NinjaVan.
nus-lifehack-2022
The BestBy application utilizes a Telegram bot for receipt scanning via Optical Character Recognition (OCR) to determine Best By dates for purchased food items. This information is used to send users reminders, minimising food wastage.
sds-cnn-model-tuning-workshop
Conducted a workshop for 30 NUS undergraduates on how to develop a CNN model and optimise it using KerasTuner
tiktok-youth-camp-2022
Hangman for TikTok is a project crafted during the TikTok Youth Camp 2022. Over two weeks of intensive training by TikTok engineers, we acquired skills in HTML, CSS, JavaScript, React, Android Development, and Git. The culmination of the camp involved creating a project that showcased the skills learned, resulting in the development of this.
twitter-sentiment-analysis
Classification of 100k tweets using NLP techniques, evaluation of ML models like logistics regression, random forest and k-nearest-neighbours which includes hyperparameter optimisation using randomised search
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
