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1. prosperity-round1-trader prosperity-round1-trader Public

   IMC Prosperity 4 Round 1 algorithmic trading submission. Finished in the top 3% globally, earning 98,000 XIREC on the ASH_COATED_OSMIUM + INTARIAN_PEPPER_ROOT products.

   Jupyter Notebook

2. Energy-Trading Energy-Trading Public

   Energy Trading Notebook What’s inside Market scope: focuses on ERCOT congestion revenue rights (CRRs) versus nodal futures in order to spot synthetic arbitrage opportunities. Single source of truth…

   Jupyter Notebook 2

3. animal-cnn-transfer-learning animal-cnn-transfer-learning Public

   PyTorch notebook for 10-class animal images: custom CNN from scratch vs. frozen ResNet-50 vs. fine-tuned ResNet-50, with PCA/UMAP-style exploration

   Jupyter Notebook 2

4. betting-suite betting-suite Public

   Interactive probability education tool- place bets on coin flips, dice rolls, and a card-sum market with real-time EV analysis, dynamic bias pricing, and bank managementbetgame

   TypeScript 2

5. sequence-models-ner-transformers sequence-models-ner-transformers Public

   Character-level LSTM text generation, BiGRU named entity recognition, and BERT/DeBERTa fine-tuning for abstract classification — all in PyTorch

   Jupyter Notebook 2

6. earnings-calendar-spread-nn earnings-calendar-spread-nn Public

   EDA and modeling pipeline for pre-earnings option calendar spreads (volatility / microstructure features). Milestone 2 notebook; planned RNN or Temporal Fusion Transformer experiments. Work in prog…

   Jupyter Notebook