Using AI, unravel radically simplifies data operations and data modernization. #datalovers use Unravel to optimize their modern data pipelines and de-risk migrations in the cloud. Learn more at www.unraveldata.comCustomers include the world's most innovative companies and we are backed by Menlo Ventures, GGV Capital, Microsoft Ventures, Point72, Harmony Partners, Data Elite and Jyoti Bansal

Unravel radically simplifies DataOps. We help data teams create, deliver, maintain, and optimize data-powered analytics, applications, and AI, running on a modern data stack, on-premises and in the cloud. We provide observability and management through a single pane of glass, and our AI-powered recommendations proactively improve reliability, speed, and resource allocations.Unravel for Modern DataOps and FinOps Management:-Full Visibility/Observability into your modern data stack (whether deployed on-premises or in the cloud)-Helps to efficiently adopt FinOps across the data teams. Cost and usage governance to understand who’s spending what and ensure teams are within budget. -Resource and cost optimization to eliminate inefficiencies, optimize allocations, improve capacity planning, and lower costs-Reduce reliance of hard-to-find experts by enabling existing engineers to tune and troubleshoot their own jobs with auto-actions and AI-driven recommendations

Modern data teams use AI-powered Unravel software to radically simplify DataOps and data modernization.

Optimize usage & spend on the Modern Data Stack DataFinOps for ML-driven Optimization, Observability, & Cost Governance Automated, Prescriptive insights & configurations in minutes (not hours or days)[ Databricks, AWS EMR, Google BigQuery, Snowflake, Cloudera ]

(34K employees) Second-largest game company ($58B). It is one of China’s leading internet service providers, including e-mail, digital literature, online music ecosystem, e-commerce platform, and online education programs and covering more than 1B users. Joint venture with Blizzard Entertainment

Commercialization Analysis, Marketing Analysis, Competitor Analysis, Business Model Design Provide Ads implementation, effective clicking and exposure measurement data tracking solutions. Familiar with unstructured and structure data on Hadoop, Hive, Sql Server, Mysql, MongoDB Familiar with ETL and statistical analysis with SPSS, Excel, Linux, Shell, R, Python etc.. Familiar with data visualization with Gephi, Excel, Tableau, ggplot2 and Echarts etc.. Data mining with LR, Time Series, K-means etc. Algorithm on daily billions of massive users’ online behavior logs. Analyze design and build website with Fiddler, Axure, Dreamwever, Drupal, Css, Html5, xxamp, etc. Familiar with BI system, web analysis metrics, user behavior tracking js and sdk implementation, data processing (ETL), database and data warehousing manipulation, OLAP, and distributed computing. Invented pattern on Ads inventory data visualization (ongoing). Provide report and dashboard solutions for product operation, A/B Test, KPI measurement etc. Data infrastructure design for market campaign data tracking system and open course program. User experience analysis, such as focus group, survey, card sorting, interview etc.

Responsible for the core functions of Envoy and Istio based API gateway and ServiceMesh data surface development, online business stability assurance, performance tuning, Envoy contributor, submitted bugfix and performance optimization code to the community.