I turn data into clear insights and scalable AI.
I build data solutions from start to finish. My work covers everything from interactive Power BI dashboards that highlight business trends to machine learning models that solve real world problems. I focus heavily on clean code and measurable outcomes. Ultimately, I take messy datasets and turn them into clear strategies you can act on.
Try My AI
Image captioning, hand-tracking drawing, and document Q&A. Built and deployed with no sign-up required.
Visual Assistance Image Captioning
FastAPI inference service. Upload an image to generate a natural language caption.
Model Details: Custom built architecture combining EfficientNetB0 for feature extraction and GPT-2 for text generation. Developed specifically to assist visually impaired individuals with daily life navigation.
Instructions: For testing, please upload images belonging to the following categories:
Finger Drawer
Draw in the air with your index finger using hand tracking. Ported from my Finger-drawer project and running directly in your browser.
How to Use Finger Drawer
- Open your hand: Keep your hand open with fingers extended
- Move your index finger: The tip of your index finger acts as the brush
- Close your fist: Make a fist to stop drawing and lift your hand
- Use controls: Change colors or adjust brush size
- Clear: Click "Clear" to erase your drawing
Camera access will be requested when you start. Make sure you are in a well-lit area.
DocMind AI
Upload up to 5 files (PDF, TXT, DOCX, CSV, XLSX, images) and chat with your documents. Powered by RAG, ChromaDB, and Mistral-7B, running live on Hugging Face.
Drop your files here
Up to 5 files · PDF, TXT, DOCX, CSV, XLSX, JPG/PNG/WEBP
Featured Projects
Python
Power BI
NSW Councils Financial Performance Dashboard
Interactive Power BI report analyzing revenue, expenses, and financial health across NSW local councils. Built to uncover spending patterns, funding structures, and long-term sustainability indicators.
Power BI
Customer Churn Analysis Dashboard
Built a churn analysis dashboard to identify at-risk customers, retention drivers, and revenue impact. Includes segmentation analysis, KPI tracking, and interactive filtering for decision makers.
Python
Bank Marketing Analysis
Cleaned and prepared a bank marketing dataset, applied feature encoding, then trained and evaluated a Logistic Regression model. Reported results using a confusion matrix and achieved solid test accuracy.
AI / ML
Sea Turtle Image Segmentation
Designed and evaluated deep learning segmentation models for sea turtle detection. Compared baseline U-Net with attention enhanced U-Net + CBAM to measure performance improvements in pixel level classification.
AI / ML
AI / ML
Visual Assistance Image Captioning
Complete image captioning pipeline deployed as a FastAPI service on Hugging Face. It combines EfficientNetB0 for vision and GPT-2 for language to generate clear descriptions that help visually impaired individuals.
AI / ML
Review Similarity: Semantic Search
Semantic similarity search over e-commerce reviews using sentence transformers. Type any review and instantly retrieve the most similar feedback along with topic tags. Runs fully locally with no API keys required.
AI / ML
n8n RAG: Automated Support Workflow
Built an n8n based Retrieval Augmented Generation workflow for customer support. It ingests a knowledge base, stores vectors, retrieves relevant context, and drafts grounded replies. Deployed as a containerized Space for easy sharing.
About Me
I am a Data Analyst and AI Engineer based in Sydney, Australia. I hold a Master's in IT with a focus on Artificial Intelligence.
I extract insights from complex datasets, build interactive dashboards, write optimized SQL queries, and deploy machine learning models that solve actual business problems.
I work with teams to translate data into business strategies that drive measurable results. My approach is simple: I combine analytical rigor with creative problem solving.
Stack
Skills & Tools
Python
Data analysis, APIs, app deployment, and modeling
Pandas
NumPy
Scikit-learn
Streamlit
FastAPI
Gradio
SQL & Databases
Relational architecture, vector storage, and data pipelines
PostgreSQL
pgvector
MySQL
ChromaDB
CTEs & Window Functions
Power BI
Interactive dashboards, data modeling, and business intelligence
AI / ML
Deep learning, NLP, RAG, and Computer Vision
PyTorch
TensorFlow
RAG & LLMs
LangChain
HuggingFace
Computer Vision
Cloud & Automation
Deployment, infrastructure, and automated workflows