PokéNexus
Personal side project that merges my long-standing love for Pokémon with graph visualization, interactive systems, and Python prototyping.
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Advanced Recommender System
Learning-to-rank recommender system for next-best-action prediction, combining Bayesian optimization and ensemble ranking to improve NDCG@5 by 36%.
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Real Estate AI Agent
Autonomous AI agent for property-market analysis, price estimation, and natural-language interaction built on predictive models and LLM orchestration.
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Lightweight Fine-Tuning with PEFT & LoRA
Parameter-efficient fine-tuning pipeline using LoRA to adapt DistilBERT for sentiment analysis while training less than 1% of the model parameters.
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Gas Network Risk Forecasting
Second-place hackathon project for gas leak risk prediction using geospatial-temporal features, synthetic data augmentation, and SHAP-based interpretability.
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AI Photo Editor with SAM & SDXL
Computer vision and generative AI pipeline combining SAM and SDXL for interactive object segmentation and photorealistic image editing.
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Custom Chatbot with RAG
Retrieval-augmented chatbot that combines semantic search, custom embeddings, and LLM prompting for grounded domain-specific conversations.
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