https://jianjian-portfolio.github.io/zh/projects/Recent content in 项目成果 on 建健的个人简介https://jianjian-portfolio.github.io/assets/images/bio-photo.jpghttps://jianjian-portfolio.github.io/assets/images/bio-photo.jpgHugozh-cnThu, 01 Jun 2023 03:38:02 -0500https://jianjian-portfolio.github.io/zh/projects/2023-06-01-drl-decision-engine-stealth/Thu, 01 Jun 2023 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2023-06-01-drl-decision-engine-stealth/Stealth Pilot 云计算 BDQ 深度强化学习序贯决策引擎：资源供给与调度，GPU replay 与偏好对齐。https://jianjian-portfolio.github.io/zh/projects/2023-06-01-netapp/Thu, 01 Jun 2023 03:38:02 -0500https://jianjian-portfolio.github.io/zh/projects/2023-06-01-netapp/NetApp ONTAP 勒索软件自主防护（ARP）：深度学习、图向量分析与多项共同发明美国专利。https://jianjian-portfolio.github.io/zh/projects/2020-07-01-su-tobit/Wed, 01 Jul 2020 23:49:02 -0500https://jianjian-portfolio.github.io/zh/projects/2020-07-01-su-tobit/ORI 资助 Tobit 截断回归预测科学文献数字资源寿命；Nature 子刊论文与 PyPI 开源 Tobit-EN。https://jianjian-portfolio.github.io/zh/projects/2022-01-30-deepcell/Sun, 30 Jan 2022 23:49:02 -0500https://jianjian-portfolio.github.io/zh/projects/2022-01-30-deepcell/DeepCell 高通量单细胞形态学平台：TPU 训练、TensorRT INT8 推理、Triton 服务与实时 UMAP 投影。https://jianjian-portfolio.github.io/zh/projects/2022-06-30-airbnb-market-research/Thu, 30 Jun 2022 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2022-06-30-airbnb-market-research/与 AirDNA 合作：BERT 与 NLP/SEM 建模 Airbnb 短租市场供需与用户预订行为。https://jianjian-portfolio.github.io/zh/projects/2021-02-01-ipwe-genetic-analysis/Mon, 01 Feb 2021 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2021-02-01-ipwe-genetic-analysis/IPwe 知识图谱 PoC：NLP 从生物科技专利文本提取基因序列，ETL 与 BLAST+ 验证。https://jianjian-portfolio.github.io/zh/projects/2020-08-01-su-image-annotator-js/Sat, 01 Aug 2020 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2020-08-01-su-image-annotator-js/ORI 资助 ImageAnnotatorJS：模块化 AMD JavaScript 库，Canvas 矢量标注支持科研诚信图像审查。https://jianjian-portfolio.github.io/zh/projects/2020-05-01-su-image-tagger/Fri, 01 May 2020 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2020-05-01-su-image-tagger/SOS+CD 实验室 PDF 学术图像标注 Web 应用：ML 辅助篡改检测与后端标注 API。https://jianjian-portfolio.github.io/zh/projects/2020-03-01-su-chatbot/Sun, 01 Mar 2020 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2020-03-01-su-chatbot/COVID-19 BERT 问答机器人：Quora 语料微调 + Dash 门户，提供公众问答并收集研究问题。https://jianjian-portfolio.github.io/zh/projects/2020-01-01-su-data-augmentatiton/Wed, 01 Jan 2020 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2020-01-01-su-data-augmentatiton/雪城大学 GAN X 射线筛查影像数据增强研究，含 Sobel 滤波与 NHST 统计验证。https://jianjian-portfolio.github.io/zh/projects/2018-07-01-wechat-app/Sun, 01 Jul 2018 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2018-07-01-wechat-app/华能秦岭电厂 POC：微信小程序 + REST 后端，展示机器学习发电量预测结果。https://jianjian-portfolio.github.io/zh/projects/2016-01-01-active-commerce/Fri, 01 Jan 2016 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2016-01-01-active-commerce/Active Network 商户电商 API：支付重构、令牌桶限流与 MongoDB 变更流，系统吞吐达 300 TPS。https://jianjian-portfolio.github.io/zh/projects/2016-01-01-active-fes/Fri, 01 Jan 2016 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2016-01-01-active-fes/重构 Active Network 邮件与文件存储（FES）微服务，集中 Twilio/SparkPost 投递，吞吐量提升 3 倍。https://jianjian-portfolio.github.io/zh/projects/2014-05-01-ncs-mah/Thu, 01 May 2014 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2014-05-01-ncs-mah/新加坡安微尼亚山医院入院与临床信息系统；Wacom 电子签名集成与后端缓存性能优化。https://jianjian-portfolio.github.io/zh/projects/2012-05-01-ncs-sata/Tue, 01 May 2012 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2012-05-01-ncs-sata/新加坡 SATA 社区医疗中心系统：患者、住院、药品与报表模块，Oracle 聚集索引分页调优。https://jianjian-portfolio.github.io/zh/projects/2011-03-01-ncs-bvi/Tue, 01 Mar 2011 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2011-03-01-ncs-bvi/NCS BVI FSC 全球代理机构公司注册 Java/JSP 平台；扩展开发与浏览器兼容性改造风险分析。https://jianjian-portfolio.github.io/zh/projects/2010-05-01-nec-heartbeat-surveillance/Sat, 01 May 2010 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2010-05-01-nec-heartbeat-surveillance/NEC Java 集群心跳监控系统：在分布式服务器节点故障或离线时向运维团队发送邮件告警。https://jianjian-portfolio.github.io/zh/projects/2010-04-01-nec-outsource-platform/Thu, 01 Apr 2010 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2010-04-01-nec-outsource-platform/负责 NEC 业务外包平台京沪测试团队，执行客户应用测试，以高缺陷检出率保障发布质量。https://jianjian-portfolio.github.io/zh/projects/2009-11-01-ss-sys/Sun, 01 Nov 2009 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2009-11-01-ss-sys/社保与医院信息系统生产运维，负责 Oracle 9i 与 MSSQL 2005 数据库整体集成与日常维护。https://jianjian-portfolio.github.io/zh/projects/2007-11-01-insurance-sys/Thu, 01 Nov 2007 00:00:00 +0000https://jianjian-portfolio.github.io/zh/projects/2007-11-01-insurance-sys/早期 IT 岗位：维护保险公司 OA 系统，负责 JavaScript 前端排障、服务台服务器部署与会议网络搭建。