First-year Computer Science @ UCL · I build data-driven products and ship them.
I'm a CS student who likes the full arc of building something — from the data and the model to the product people actually use. My focus sits at the intersection of data science, quantitative finance, and AI software engineering. I'd rather ship a working thing than describe one, so most of what I do ends up as a live app, a competition entry, or a published result.
- 🔭 Currently building data-driven web and mobile products end to end (Next.js / React Native / Supabase)
- 📊 Into applied ML, algorithmic trading, and turning messy data into decisions
- 📰 Co-founder of Sinyal Gündem, a Turkish-language tech & startup newsletter
- 🌍 Working across Turkish and English · based in London 🇬🇧 / from Türkiye 🇹🇷
🌊 Urban Flood Prediction · Python · LightGBM · PyTorch
End-to-end ML pipeline for urban flood forecasting — a LightGBM + Seq2Seq GRU ensemble built for the UrbanFloodBench Kaggle competition. Covers feature engineering, sequence modelling, and ensembling under real hardware constraints.
📈 IMC Prosperity Trading Bot · Python
Algorithmic market-making bot iterated across multiple versions for the IMC Prosperity competition. Explores order-book signals, inventory management, and non-autoregressive design for meaningful PnL improvement.
💹 Black–Scholes Visualiser · Python
Interactive options-pricing tool that visualises the Black–Scholes model and how Greeks respond to changing inputs — built to make derivatives pricing intuitive.
🧠 EEG Emotion Recognition · Python · Deep Learning
GRU-based model for EEG-based emotion prediction, published research in collaboration with Maltepe University (94.72% accuracy).
🌸 Çiçek Otomatı · Next.js · Supabase · iyzico · Live demo →
Browser-based flower vending-machine ordering platform for the Turkish market, with payments, inventory, and order flow. (Private repo — live demo available.)
😴 Sleep Well Tracker · React Native
Mobile sleep-tracking app with mood check-ins, insights, and bedtime-drift detection.
Open to internships in fintech, data science, and AI / software engineering.