Hi, I'm Dasith 
AI & Machine Learning Enthusiast. Software Engineer at IFS. Graduate Student at the Curtin University. I do TikTok content about my student journey!
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About
I'm currently pursuing a Master's in Artificial Intelligence at Curtin University. My focus is on machine learning, data-driven systems, and real-world AI applications. Beyond my studies, I work as a Software Engineer at IFS and spend time building AI-powered projects. These projects allow me to explore advanced AI techniques while solving practical problems.
Recent Posts
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Work Experience
Education
Skills
Machine Learning / AI
Languages
English
SinhalaI like building models
During my time in university, I completed multiple assignments focused on ML and AI. Each project was an opportunity to train models, experiment with algorithms, and apply AI techniques to solve real problems.
September 18th, 2025
Understanding Severe Crashes
University of Melbourne
Built an interactive Tableau dashboard to analyze how weather, time, vehicle age, and intersections influence severe crash risks in Victoria.
June 11th, 2025
Investigating Social Living Arrangements with NLP
University of Melbourne
Applied NLP techniques on MIMIC-III discharge notes to infer patient living status (alone vs. not alone). Compared TF-IDF + Logistic Regression with BERT.
May 9th, 2025
Automated Fact-Checking with Transformers
University of Melbourne
Built an automated fact-checking system for climate-related claims. Combined Sentence Transformers + FAISS for retrieval with BERT for classification.
Oct 20th, 2024
Predicting Supreme Court Rulings
University of Melbourne
Explored Decision Trees and Random Forests for predicting US Supreme Court appeal outcomes.
Study Materials
Comprehensive notes from my AI & ML journey. Battle-tested materials I created and refined through my studies.
Complete AI/ML Notes Bundle
66 pages • Updated Oct 2025
Get all 5 comprehensive study notes in one package! Save $16 when you buy the complete collection covering all essential AI/ML topics.
Introduction to Machine Learning
15 pages • Updated May 2025
Foundational machine learning concepts including supervised learning, unsupervised learning, model evaluation, and optimization techniques.
Or explore other notes here
Get in Touch
Want to chat? Just shoot me a dm with a direct question on TikTok, I like to respond to whoever has the same interests
For work inquiries, reach me directly at dasithcg@gmail.com