Projects on Biography of Jian Jianhttps://jianjian-portfolio.github.io/projects/Recent content in Projects on Biography of Jian JianBiography of Jian Jianhttps://jianjian-portfolio.github.io/assets/images/bio-photo.jpghttps://jianjian-portfolio.github.io/assets/images/bio-photo.jpgHugoen-usThu, 01 Jun 2023 03:38:02 -0500High-Throughput Deep Reinforcement Learning (DRL) Decision Engine (Stealth Pilot)https://jianjian-portfolio.github.io/projects/2023-06-01-drl-decision-engine-stealth/Thu, 01 Jun 2023 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2023-06-01-drl-decision-engine-stealth/Stealth pilot BDQ deep reinforcement learning engine for cloud resource supply and scheduling with GPU replay and preference alignment.Autonomous Ransomware Protection System: Large-Scale Storage Security Engine with Deep Learning and Vector/Graph Analyticshttps://jianjian-portfolio.github.io/projects/2023-06-01-netapp/Thu, 01 Jun 2023 03:38:02 -0500https://jianjian-portfolio.github.io/projects/2023-06-01-netapp/NetApp ONTAP Autonomous Ransomware Protection (ARP): deep learning, graph-vector analytics, and multiple co-invented US patents.Academic Publication & Open-Source Algorithms: Predicting Shared Digital Resource Lifecycles in Scientific Literature (Nature Portfolio: HSS Communications)https://jianjian-portfolio.github.io/projects/2020-07-01-su-tobit/Wed, 01 Jul 2020 23:49:02 -0500https://jianjian-portfolio.github.io/projects/2020-07-01-su-tobit/ORI-funded Tobit censored regression to predict scientific resource lifespans; Nature Portfolio publication and open-source Tobit-EN on PyPI.AI Platform for Single-Cell Morphology & Biological Classificationhttps://jianjian-portfolio.github.io/projects/2022-01-30-deepcell/Sun, 30 Jan 2022 23:49:02 -0500https://jianjian-portfolio.github.io/projects/2022-01-30-deepcell/DeepCell high-throughput single-cell morphology platform: TPU training, TensorRT INT8 inference, Triton serving, and live UMAP projection.Supply–Demand Modeling for the Sharing-Economy Short-Term Rental Markethttps://jianjian-portfolio.github.io/projects/2022-06-30-airbnb-market-research/Thu, 30 Jun 2022 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2022-06-30-airbnb-market-research/AirDNA collaboration: BERT and NLP/SEM modeling of Airbnb short-term rental supply–demand and user booking behavior.Genetic Information Analysishttps://jianjian-portfolio.github.io/projects/2021-02-01-ipwe-genetic-analysis/Mon, 01 Feb 2021 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2021-02-01-ipwe-genetic-analysis/IPwe PoC knowledge graph: NLP extraction of genetic sequences from life-sciences patent text with ETL and BLAST+ validation.ImageAnnotatorJS: Research Integrity Figure Review Toolhttps://jianjian-portfolio.github.io/projects/2020-08-01-su-image-annotator-js/Sat, 01 Aug 2020 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2020-08-01-su-image-annotator-js/ORI-funded ImageAnnotatorJS: modular AMD JavaScript library for canvas vector annotation in research-integrity figure review.Tampered Image Tagging Systemhttps://jianjian-portfolio.github.io/projects/2020-05-01-su-image-tagger/Fri, 01 May 2020 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2020-05-01-su-image-tagger/PDF academic figure tagging web app for SOS+CD lab: ML-assisted tampered-image detection with backend annotation APIs.Covid-19 Chatbothttps://jianjian-portfolio.github.io/projects/2020-03-01-su-chatbot/Sun, 01 Mar 2020 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2020-03-01-su-chatbot/COVID-19 BERT chatbot with Quora corpus fine-tuning and a Dash portal for public Q&A and research question collection.Data Augmentation for X-Ray Screening Imageshttps://jianjian-portfolio.github.io/projects/2020-01-01-su-data-augmentatiton/Wed, 01 Jan 2020 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2020-01-01-su-data-augmentatiton/GAN-based data augmentation for X-ray screening images at Syracuse University, with Sobel filtering and NHST statistical validation.WeChat micro Apphttps://jianjian-portfolio.github.io/projects/2018-07-01-wechat-app/Sun, 01 Jul 2018 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2018-07-01-wechat-app/WeChat mini-program POC for Huaneng Qinling power plant: REST backend showcasing machine-learning electricity output forecasts.eCommerce Service Platformhttps://jianjian-portfolio.github.io/projects/2016-01-01-active-commerce/Fri, 01 Jan 2016 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2016-01-01-active-commerce/Active Network merchant e-commerce APIs: payment refactor, token-bucket throttling, and MongoDB Change Streams reaching 300 TPS throughput.Foundation Email& File Storage Servicehttps://jianjian-portfolio.github.io/projects/2016-01-01-active-fes/Fri, 01 Jan 2016 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2016-01-01-active-fes/Refactored Active Network FES mail and file-storage microservices with centralized Twilio/SparkPost delivery, tripling throughput.Mount Alvernia Hospital Information Systemhttps://jianjian-portfolio.github.io/projects/2014-05-01-ncs-mah/Thu, 01 May 2014 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2014-05-01-ncs-mah/Mount Alvernia Hospital admission and clinical information system with Wacom e-signature integration and backend caching for performance.SATA Community Health Integrated Medical Centre Systemhttps://jianjian-portfolio.github.io/projects/2012-05-01-ncs-sata/Tue, 01 May 2012 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2012-05-01-ncs-sata/SATA community health centre system in Singapore: patient, inpatient, pharmacy, and reporting modules with Oracle clustered-index pagination tuning.British Virgin Island (BVI) Offshore Financing Systemhttps://jianjian-portfolio.github.io/projects/2011-03-01-ncs-bvi/Tue, 01 Mar 2011 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2011-03-01-ncs-bvi/Enterprise Java/JSP platform for global agency company registration at NCS BVI FSC; extension development and browser-compatibility risk analysis.NEC Cloud Heartbeat Surveillance Toolkithttps://jianjian-portfolio.github.io/projects/2010-05-01-nec-heartbeat-surveillance/Sat, 01 May 2010 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2010-05-01-nec-heartbeat-surveillance/Java cluster heartbeat monitoring toolkit at NEC: email alerts to ops when distributed server nodes fail or drop offline.NEC Outsourcing Service Platformhttps://jianjian-portfolio.github.io/projects/2010-04-01-nec-outsource-platform/Thu, 01 Apr 2010 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2010-04-01-nec-outsource-platform/Led Beijing and Shanghai QA teams testing client applications on NEC's outsourcing platform, with high defect-detection rates before release.Social Security& Hospital Information System Integrationhttps://jianjian-portfolio.github.io/projects/2009-11-01-ss-sys/Sun, 01 Nov 2009 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2009-11-01-ss-sys/Production operations for social security and hospital information systems with Oracle 9i and MSSQL 2005 database integration.Insurance Policy& OA Integration Systemhttps://jianjian-portfolio.github.io/projects/2007-11-01-insurance-sys/Thu, 01 Nov 2007 00:00:00 +0000https://jianjian-portfolio.github.io/projects/2007-11-01-insurance-sys/Early IT role maintaining an insurance company OA system: JavaScript frontend fixes, helpdesk server deployment, and event network setup.