AI
CampusMind — LLM Study Companion
RAG-powered assistant that indexes lecture slides and past papers. Built with Python, LangChain, and a local vector store for privacy-first revision support.
- Python
- OpenAI API
- ChromaDB
- FastAPI
University portfolio / Computer science
Building intelligent systems,
markets & worlds.
I design and ship projects across artificial intelligence, algorithmic trading, and game development — turning coursework and curiosity into working software.
12+Projects shipped
3Core disciplines
Python / C# / JSPrimary stack
CS Undergrad
Building in public
About
Student developer with a bias for shipping.
I'm a university student studying computer science, using this site to document the projects I'm most proud of — from machine-learning pipelines and LLM integrations to live trading experiments and playable game prototypes.
Petal Projects is my umbrella for work that sits at the intersection of maths, software engineering, and creative problem-solving. Every build here started as a module brief, hackathon idea, or late-night "what if" — and ended as something I can demo, explain, and iterate on.
- Research-driven AI with reproducible notebooks & evals
- Systematic trading with rigorous backtesting before live capital
- Game projects focused on feel, performance & clean architecture
Portfolio
Selected projects
AI
AI
FrameSense — Real-time Vision Pipeline
Webcam object detection with custom-trained YOLO weights. Achieved 28 FPS on consumer hardware with ONNX runtime optimisation and a minimal React dashboard.
- PyTorch
- ONNX
- React
- WebRTC
AI
Sentiment Pulse — News Classifier
Fine-tuned transformer model that scores financial headline sentiment. Integrated into a dashboard with live RSS feeds and explainability via attention heatmaps.
- Hugging Face
- scikit-learn
- Streamlit
Trading
MomentumX — Crypto Trading Bot
Cross-exchange momentum strategy with dynamic position sizing. Paper-traded for 90 days with Sharpe 1.4 before moving to small live allocation on Binance testnet.
- Python
- ccxt
- pandas
- Telegram alerts
Trading
BackLab — Strategy Backtester
Event-driven backtesting engine with slippage modelling, walk-forward validation, and Monte Carlo drawdown analysis. Supports CSV imports and live broker feeds.
- Python
- NumPy
- Plotly
- SQLite
Trading
TradeView Lite — P&L Dashboard
Personal analytics hub tracking open positions, daily P&L, and risk metrics. Connects to exchange APIs with encrypted key storage and rate-limit handling.
- Node.js
- Chart.js
- Redis
- REST APIs
Gaming
Petal Arena — 3v3 Arcade MOBA
Neon Smash TV-style arena built in Godot 4.7. Play in your browser or download for Windows, macOS, Linux, and Android. Six champions, three lanes, towers, and stats tracking.
- Godot 4
- GDScript
- 3v3 PvE
- Windows
- macOS
- Linux
- Android
- Web
Gaming
DepthForge — Procedural Dungeon Gen
Roguelike level generator using BSP trees and cellular automata caves. Includes seeded runs, enemy spawn balancing, and a debug visualiser for tile connectivity.
- C#
- MonoGame
- A* pathfinding
Gaming
LobbyLink — Multiplayer Matchmaking
Lightweight lobby server for indie multiplayer games. Handles room creation, NAT punch-through attempts, and state sync with rollback-friendly tick architecture.
- Node.js
- WebSockets
- Unity Netcode
Toolkit
Skills & technologies
AI & Data
PyTorch, TensorFlow, LangChain, OpenAI & local LLMs, computer vision, NLP, Jupyter, MLOps basics
Trading & Quant
Python quant stack, backtesting, technical indicators, exchange APIs (ccxt), risk management, statistical analysis
Game Development
Unity, C#, game loops, physics tuning, procedural generation, multiplayer networking, shader basics
General Engineering
Git, Docker, Linux, REST & WebSockets, SQL & NoSQL, CI/CD, clean architecture, technical writing
Contact
Let's build something.
Open to internships, collaborations, and conversations about AI, markets, or games.
