Ran Chen Email & Phone Number

Mountain View, Ca, Us

New York, Ny, Us

“Likely-to-Land demand generation for Infor Marketing and Business Development"- Developed a scoring model with Xgboost to predict the likelihood of a lead converting to an opportunity at various Marketo marketing touchpoints, achieved an AUC of 0.9.- Proved the effectiveness of the scoring model with a pilot test, identified qualified leads at an early stage which would have been neglected by the legacy lead routing system.- Contribute to the implementation of the scoring model in collaboration with the development team in Marketo and Infor CRM to help BDRs prioritize leads and take targeted action in a timely manner. - Contribute to the development of multi-touch attribution model to measure the contribution of different internal stakeholders to closed-won business, optimizing spend across channels to improve marketing efficiency"Predictive ETA Application for Infor GT Nexus’s Supply Chain Visibility product suite"• Developed Xgboost model to dynamically forecast ETA (Est. Time of Arrival) of shipments while they are on the move, improving the accuracy of prediction by approximately 45% compared to the legacy approach. • Achieved weekly automatic model training and deployment in collaboration with the GT engineering team; Designed validation logics for model deployment.• Boosted customer onboarding by developing simulation and reporting process; expanded the customer base from 2 pilot customers to 15 live customers in collaboration with the GT product team.• Enhanced model performance and customer satisfaction by creating key add-on features such as performance monitoring and diagnostic reports for live customers, prediction reliability assessment, segmentation model, etc.

Cambridge, Ma, Us

- Developed industrially-applicable magnetic organo-hydrogel and lyogel particles for the recovery of trace valuable metals from phosphoric acid.

Golden, Co, Us

- Explored and evaluated potential pathways of hydrocarbon fuel production from anaerobically derived intermediates.- Designed and conducted experiments to establish correlations between composition of biomass gasification products and process conditions including feedstock type, ash content, superficial gas velocity, air-to-fuel ratio and temperature.

Pinellas Park, Florida, Us

- Led a group in designing and scaling up a novel lamination process for fabricating automotive window film with comparable heat shapeability without using substrates produced by costly, complex and IP-restricted "deep dip dyeing" process.- The product received positive feedback from window film installers and the innovated has been commercialized.

London, England, Gb

- Evaluated the feasibility of integrating solar energy into small-scale mobile LNG operation by economic sensitivity analysis.- Built a model and gathered market data to estimate the grid-connected solar electricity price in different regions of China.

北京, Beijing, Cn

Research Projects:- Controllable Gas/Liquid/Liquid Multiphase Flow in a Dual-coaxial Co-flow Microcapillary Device.- Microfluidic Production of Gas/Liquid/Liquid Emulsions for Hollow Microspheres with Tunable Polymer Shells.- One-step Microfluidic Production of Gas-in-Water-in-Oil Multicore double emulsions.

New Brunswick, Nj, Us

- Transformed batch to continuous production of facial cream by developing a temperature controllable membrane emulsification process, enabling flexibility in on-line formula adjustment and higher efficiency in production.

New Brunswick, Nj, Us

- Designed experiments to identify the causes of low lather efficiency of a cleaning bar soap based on mass transfer of surfactant in a DBS induced hydrogel.

Bagsvaerd, Dk

- Developed an environmental-friendly chemical-enzymatic combined flax degumming process with enhanced weight loss and reduced consumption of hazardous chemicals.

Arlington, Va, Us

- Collaborated with several student interns to evaluate the aviation fuel industry in China from technical, political and economical perspectives.

Master Of Business Administration - Mba

Master Of Science - Ms, Chemical Engineering

Data Science

Master Of Engineering (M.Eng.), Chemical Engineering

Bachelor Of Engineering (Be), Chemical Engineering