Albert C. Email & Phone Number

Montreal, Quebec, Canada

Shanghai, China

1. Develop forecasting models to predict future revenue and future sales; utilize Pareto Principle to focus on the analysis of large and stable items, and explore the correlation between SKU;2. Using statistics and machine learning techniques according to the product planning requirements, choose the direct and recursive combination strategy to implement the time series algorithm;3. Using different feature combinations to adjust the model and improve the accuracy, the final stable data… Show more 1. Develop forecasting models to predict future revenue and future sales; utilize Pareto Principle to focus on the analysis of large and stable items, and explore the correlation between SKU;2. Using statistics and machine learning techniques according to the product planning requirements, choose the direct and recursive combination strategy to implement the time series algorithm;3. Using different feature combinations to adjust the model and improve the accuracy, the final stable data accuracy reached 89%, and the conventional product accuracy reached 78%;4. Collaborate with other teams to improve replenishment module by developing automated algorithms; Assist in the construction and deployment of a sales forecast system based on SaaS cloud services, write an API to call the forecast engine, and deploy a customized end-to-end forecast model. Show less

1. Unitize Pareto analysis to reduce logistic cost; Make priorities of the production line and deliver solutions to management in order to facilitate decision making;2. Collect ,clean and analyze production data sets and apply knowledge of statistical methods to track real-time inventory levels of SKU;3. Coordinate with production planning and logistics to plan the production schedule by evaluating the capacity of each production line; find the potential improvement by using six sigma… Show more 1. Unitize Pareto analysis to reduce logistic cost; Make priorities of the production line and deliver solutions to management in order to facilitate decision making;2. Collect ,clean and analyze production data sets and apply knowledge of statistical methods to track real-time inventory levels of SKU;3. Coordinate with production planning and logistics to plan the production schedule by evaluating the capacity of each production line; find the potential improvement by using six sigma methodologies Show less

Shanghai, China

1. Nexus NPI project Product cost analysis and optimization, successfully designed, tested, and launched new products in time, met the requirement of commercial team; Nexus panel simplification project, optimized cabinet to flat plate type and I/O card cover, finally achieved $140K DMP saving per year2. Cost out project Drove 20+ cost out projects implementation in the local factory, facilitated weekly meeting to track projects up to $332K saving; Utilized ”Should cost” tools to… Show more 1. Nexus NPI project Product cost analysis and optimization, successfully designed, tested, and launched new products in time, met the requirement of commercial team; Nexus panel simplification project, optimized cabinet to flat plate type and I/O card cover, finally achieved $140K DMP saving per year2. Cost out project Drove 20+ cost out projects implementation in the local factory, facilitated weekly meeting to track projects up to $332K saving; Utilized ”Should cost” tools to collaborate with sourcing and suppliers to facilitate deflation, achieved the goal of 8% deflation in one year3. Six sigma project 3900 valve productivity improvement. Utilized DMAIC method to solve the problem in manufacture process. Met the project goal that reduces the touch time from 592mins to 532mins, leak testing FPY from 76.21% to 82.13%, OTD from 51% to 71% Financial approved saving is $6.97K Show less

Shanghai, China

1. Perform modal analysis on the control valve control system and vibration system, find out the resonance frequency and measure it in RCA method, analyzed former data and contributed to the design and development of the new one; 2. Interact with NPI team on testing implementation and lead discussion and execute alpha & beta testing to address inner clients’ concerns.3. An intense two-year rotational program committed to developing entry-level engineers, complete 3 engineering rotations… Show more 1. Perform modal analysis on the control valve control system and vibration system, find out the resonance frequency and measure it in RCA method, analyzed former data and contributed to the design and development of the new one; 2. Interact with NPI team on testing implementation and lead discussion and execute alpha & beta testing to address inner clients’ concerns.3. An intense two-year rotational program committed to developing entry-level engineers, complete 3 engineering rotations and A/B courses of wide business technology coverage with required quality rating Show less

Data Science And Machine Learning, Data Processing

Activities and Societies: Data Science for Business Decisions, Statistical Machine Learning, Practical Machine Learning, Data at Scale, etc.

Master’S, Mechanical Engineering