Psychology & Business graduate.
Self-teaching Coding (Python and SQL)
I approach quantitative problems through a behavioural lens because the numbers rarely explain themselves.
Every project starts from the same question: What can I see, and what can I try to do about it?
Different problems, Same domain.
Languages & Data
Tools & Environment
Methods
- 🔬 Insider Protocol — Building a real-time fraud detection layer for crypto markets that identifies manipulation before it becomes visible on price charts, testing as an opportunity to locate tokens with higher user confidence of potential price appreciation at public release.
- 📊 Foresight — Measuring whether performance deteriorates at predictable psychological thresholds or whether the pattern is externally engineered in competitive games, aided with Impulsiveness and measuring performance to learn and understand person patterns to encourage improvement and growth.
- 📚 Learning: Deepening expertise in AI prompt engineering and adversarial AI testing, while building toward Streamlit dashboards and machine learning for behavioural modelling
| Project | What It Does | Status |
|---|---|---|
| 🔍 Insider Protocol | Real-time fraud detection for crypto markets using concentration velocity monitoring | 🟡 Active |
| 🎮 Foresight | Behavioural research instrument testing matchmaking manipulation vs psychology vs fatigue | 🟡 Active |
| 🤖 LLM Adversarial Research | Documented study of AI reasoning degradation under cognitive load and social framing | 🟢 Complete |
| 🏙 Thamesmead Economic Analysis | Cross-database validation showing UK business statistics are database-dependent constructs | 🔴 Halted |
- First principles over frameworks. I research the infrastructure before I execute anything.
- Hypothesis-driven. Every model I build has a testable claim and defined success criteria. (I HOPE)
- Honest about gaps. I learn by trying.
- Cross-domain. I love bridging behavioural psychology with quantitative methods because most problems sit at that intersection.
Seeking roles in Intelligence Research, Investigative Consultancy, Decision Science, Behavioural Data Science, Risk Analysis, and Applied Research