https://jungbaepark.github.io/blog/tags/bucketplace/Recent content in Bucketplace on Jungbae ParkHugo -- 0.152.2en-usThu, 15 Jan 2026 00:00:00 +0000https://jungbaepark.github.io/blog/projects/agentic-3d-model-search/Thu, 15 Jan 2026 00:00:00 +0000https://jungbaepark.github.io/blog/projects/agentic-3d-model-search/Building an agentic multimodal search system (CoI-Fit) for 3D product retrieval at Bucketplace, combining LLM reasoning with BM25+KNN hybrid search across visual, textual, and spatial signals via LangGraph and A2A protocol.https://jungbaepark.github.io/blog/projects/digital-twin-scene-retrieval/Thu, 01 Jan 2026 00:00:00 +0000https://jungbaepark.github.io/blog/projects/digital-twin-scene-retrieval/Built an end-to-end scene-to-products retrieval pipeline for Digital Twin at Bucketplace, achieving 13x recall improvement, 6,000x cost reduction in 3D collaboration, and scaling the catalog from 30K to 400K+ products.https://jungbaepark.github.io/blog/projects/ohouseai-genai-workflow/Sat, 15 Nov 2025 00:00:00 +0000https://jungbaepark.github.io/blog/projects/ohouseai-genai-workflow/Led systematization of OHouseAI’s GenAI interior design service at Bucketplace, achieving +253% net satisfaction, 2x latency reduction, and outperforming GPT-IMAGE-1.5 and Gemini Nano. Reached Korea #8 in Graphics/Design.https://jungbaepark.github.io/blog/projects/multimodal-retrieval-vlm/Sun, 15 Jun 2025 00:00:00 +0000https://jungbaepark.github.io/blog/projects/multimodal-retrieval-vlm/Developed personalized multimodal retrieval combining SASRec sequential recommendation with Jina-CLIP-V2 vision-language representations, using knowledge distillation for efficient production serving at Bucketplace.https://jungbaepark.github.io/blog/projects/search-okr-ecommerce/Sun, 15 Jun 2025 00:00:00 +0000https://jungbaepark.github.io/blog/projects/search-okr-ecommerce/Delivered measurable search ranking OKR impact at Bucketplace through 4 production A/B experiments (3 winners shipped), achieving +11.17% buyer conversion on category pages and +7.35% deals exposure on store search.https://jungbaepark.github.io/blog/projects/mohper-automl-ecommerce/Wed, 15 Jan 2025 00:00:00 +0000https://jungbaepark.github.io/blog/projects/mohper-automl-ecommerce/Built a multi-objective hyperparameter optimization framework for e-commerce search at Bucketplace, launching tuned parameters 5x+ on SERP and 3x+ on CPLP for CTR/CVR gains. Accepted to CIKM'25 Applied Research Track.https://jungbaepark.github.io/blog/projects/global-content-search-ranking/Fri, 15 Sep 2023 00:00:00 +0000https://jungbaepark.github.io/blog/projects/global-content-search-ranking/Built a two-stage content ranking system at Bucketplace covering 3 content types, with ElasticSearch function-score reranking, time decay, global language analysis, and Redis-cached serving.https://jungbaepark.github.io/blog/projects/clip-ecommerce-multimodal/Thu, 15 Jun 2023 00:00:00 +0000https://jungbaepark.github.io/blog/projects/clip-ecommerce-multimodal/Shipped CLIP-based multimodal retrieval at Bucketplace, achieving +16.39% query CTCVR, 2x inference speed via quantization, and 92.23% Top-10 accuracy across 2,000+ product categories.https://jungbaepark.github.io/blog/projects/shared-team-ml-mart/Thu, 01 Jun 2023 00:00:00 +0000https://jungbaepark.github.io/blog/projects/shared-team-ml-mart/Designed a shared ML feature mart for Bucketplace Search Team with client-side log validation, lag anomaly detection, and automated A/B test analysis pipeline using PySpark and HiveDB.