AI & Machine Learning Enthusiast. Graduate Student at the University of Melbourne. I do TikTok content about my student journey!
About
I recently graduated with a Master of Information Technology (majoi in Artificial Intelligence) from The University of Melbourne. My academic focus was on machine learning, natural language processing, and applied AI systems. Beyond university, I have built AI-powered projects ranging from trading bots such as MoriBot and PumpItPapi and AI-powered parking mobile application called ParkPie, allowing me to experiment with emerging AI technologies while developing solutions for real-world problems.
Work Experience
Skills
Machine Learning / AI
Languages
Check out my latest work
I've worked on my personal projects.
I 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.
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Llama-3.2-3B-SaaS-Support-GGUF
Hugging Face
Published a Llama 3.2 3B Instruct model fine-tuned for SaaS customer support interactions. Quantized to GGUF format for efficient local inference. - U
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. - I
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. - A
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. - P
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
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
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 tanchao.ai@gmail.com
