Uvini Ranaweera

a curious mind that never gets tired of chasing after learning machines👩🏻‍💻

Hey I am Uvini 👋 - a pending graduate 👩🏻‍🎓 specialised in Business Analytics at University of Moratuwa, Sri Lanka 🇱🇰. I support data-driven decision-making 🤯 by developing Machine Learning models. When it comes to Natural Language Processing, my excitement hits the roof!

PUBLISHED WORK 🔬 Explore Google Scholar to find them in order.

| 27 Nov 2023Conference Paper

Comparison of Machine Learning Models to Classify Documents on Digital Development

DSAI 2023: 1st International Conference on Data Science & Artificial Intelligence (hosted by AIT, Bangkok, Thailand)

| 29-31 July 2024 (Upcoming)In Press

Comparing the Performance of LLMs in RAG-based Question-Answering: A Case Study in Computer Science Literature

AIET 2024: 5th International Conference on Artificial Intelligence in Education Technology (hosted by University of Barcelona, Spain)

| 5 Jul 2024Whitepaper

Portfolio Optimisation Approach Combining Quantum Meta-Heuristics and Mathematical Programming

Collaboration with Acuity Knowledge Partners and University of Colombo, Sri Lanka

ACADEMIC PROJECTS 👩🏻‍💻 Take a stroll through my GitHub repositories.

Web App for Sentiment Analysis

Fine-tuned a pre-trained HuggingFace model for sentiment analysis of customer reviews received by a hotel.

PyTorchHuggingFaceStreamlit

Web App for Online Quizzes

Developed using Python, the web app allows teachers to create quizzes and students to attempt quizzes.

DjangoMySQLHTMLBootstrap

NYC Yellow Taxi Trips Analysis

Used Python commands on a Apache Hadoop cluster created on GCP to pre-process and analyse Big Data.

GCPDataProcPySparkLooker

PUBLISHED WORK 🔬 Explore Google Scholar to find them in order.

ACADEMIC PROJECTS 👩🏻‍💻 Take a stroll through my GitHub repositories.

SPOTLIGHT 🔦