Real Projects, Real Results
AI/ML Portfolio
Every project ships to production. Full case studies, live apps, and source code included.
RAG
Architecture
6
Pipeline Steps
1,000
Chunk Size (chars)
Free
Deployment Cost
RAG Document Chatbot
End-to-end AI system that answers questions from any PDF document in seconds using Retrieval-Augmented Generation — deployed live on Streamlit Cloud.
Read Case Study →86.22%
Test Accuracy
+48pp
vs Baseline CNN
5,216
X-rays Trained
4 Days
Build to Deploy
Chest X-Ray Pneumonia Detector
Transfer learning AI classifying chest X-rays as PNEUMONIA or NORMAL with 86.22% accuracy — deployed live on Render.com, built in 4 days.
Read Case Study →0.9367
XGBoost AUC
6,819
Companies Analysed
94
Financial Features
4
ML Models Tested
Company Bankruptcy Prediction
AI early-warning system for financial distress — XGBoost AUC 0.9367 across 6,819 companies and 94 financial features including Altman Z-Score inspired ratios.
Read Case Study →85–92%
Target Accuracy
960h
Pre-training Audio
<500ms
Inference Latency
0
Manual Features Needed
Speech Emotion Recognition
Deep learning system recognising human emotions from raw audio using state-of-the-art wav2vec2 transformer architecture.
Read Case Study →Rank 21
out of 4,329 Teams
Top 0.5%
Global Percentile
97.27%
CV Accuracy
8
Behavioural Features
Kaggle — Personality Prediction (Rank 21)
ML competition predicting introvert vs extrovert from 8 behavioural features — ranked 21st out of 4,329 teams (top 0.5%) with 97.27% accuracy.
Read Case Study →4
Market Regimes
5+
Performance Metrics
Interactive
Plotly Dashboards
Real-time
Anomaly Flagging
Trader Behavior Insights
Advanced trader performance and behavioural analysis across multiple market sentiment regimes.
Read Case Study →#1
Google Play Wellness
iOS+Android
Platforms
Meditation
App Type
Greece
Primary Market
Mindfulness Greece
Meditation and mindfulness app that reached No.1 on Google Play Store in the Wellness category.
Fleet
Management
NZ Market
Region
iOS+Android
Platforms
Logistics
Category
MyTrucking 2.0
Fleet management and trucking logistics platform built for the New Zealand market.
Marketplace
Type
iOS+Android
Platforms
Bicycles
Category
Global
Reach
Bicycle Exchange Sprocket
Bicycle marketplace for buying and selling bikes and parts globally.
Education
Sector
iOS
Platform
Behavior
Tracking
Clinical
Use Case
ABC Observe
Behavior observation and tracking tool designed for educators and therapists.
Healthcare
Sector
iOS+Android
Platforms
Clinical
Use Case
Education
Also Used In
Behavior Observation Made Easy
Professional behavior observation and data collection tool for clinical settings.
Nursing
Category
iOS+Android
Platforms
Healthcare
Sector
Education
Use Case
Pre-RN Check Off
Nursing skills checklist and verification app for nursing students preparing for practice.
Interested in working together?