Researcher / Analyst for firm-wide fundamental alpha capture

Data Driven Investment Group. Alt data driven investment strategies.

Part of Model 3 battery module team, helped to achieve production ramp from the 10s to 5k/week; mostly focused on the processes of wire bonding and continuity tests• Battery module testing strategy design, analysis, and deployment validation• Equipment & operation monitoring and optimization• Root cause analysis of production bottleneck, yield decrease and quality deficiencies• Various Mfg. Engineering trial data analyses• Various data engineering tasks

• Develop and deliver machine learning centered solutions across multiple segments within Schlumberger, capitalizing advances in prognostics and health management, Internet of Things, cluster computing, databases and data visualization• Developed and deployed the first commercial IoT product in the industry, which predict frac pump failures one week ahead with advanced machine learning algorithms. Cost saving in maintenance is $20M in first 3 months of deployment, and $8M in M&S.

• Applied research and industrial projects in area of predictive analytics and Prognostics and Health Management (PHM)• Projects with companies in renewable energy, rotary machinery, manufacturing process, hydraulics, vehicles• Responsibilities include technical development, algorithm applications, sensing & instrumentation, project management, technical training, IT managemen, organizing and hosting demonstration & exhibition, teaching