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1. MLops_System_NBA_Attendance MLops_System_NBA_Attendance Public

   Forked from jasonmoon97/dynamic_nba_scheduling

   End-to-end NBA analytics pipeline for predicting game outcomes and attendance using PyTorch, MLflow, and ONNX. Includes data scraping, model training, quantization, and scalable deployment with Fas…

   Jupyter Notebook 1

2. OOD_Enhanced_Dino_Vision OOD_Enhanced_Dino_Vision Public

   This project integrates Out-of-Distribution (OOD) detection into self-supervised learning (SSL) to improve rare object representation in long-tailed datasets. It uses a memory buffer to prioritize …

   Jupyter Notebook 1

3. Deep_Learning_JEPA_World_Model Deep_Learning_JEPA_World_Model Public

   Joint Embedding Predictive Architecture (JEPA) world model trained on agent trajectories to predict future latent states from pixel inputs and actions. Uses VICReg loss with RNN dynamics to evaluat…

   Python 1

4. NLP_Adapter_Parameter_Allocation NLP_Adapter_Parameter_Allocation Public

   This project investigates the robustness of parameter allocation strategies in Mix-and-Match (MAM) Adapters for PEFT across different tunable budgets. Our ablation study reveals that optimal alloca…

   Python 1

5. Fairness_Enhanced_Recommendation_System Fairness_Enhanced_Recommendation_System Public

   This project enhances fairness in recommender systems by introducing DNCF, a debiased neural collaborative filtering model capable of handling both binary and multi-subgroup fairness. It builds on …

   Python 2

6. Relational_Database_System Relational_Database_System Public

   This project is a role-based airline ticketing system supporting customers, agents, and staff, with functionality for flight search, ticket purchases, and flight management. It uses SQL queries and…

   Python 2