Dedicated Data Science Professional with Software Development, Business Analysis, and Project Management ExpertiseWith a robust background in software development, business analysis, and project management, I've successfully transitioned into data science, leveraging my expertise in predictive analytics and machine learning. My journey is driven by a passion for merging business acumen with technical skills to deliver impactful data-driven solutions.My experience includes working with ETL processes, data warehousing, and implementing data-driven solutions in a Fortune Global 500 company. Through years of experience as a Business Analyst and Development Manager/Project Leader, I've honed my ability to bridge technical concepts with business objectives, successfully implementing projects across multiple international regions.I have demonstrated adaptability and a commitment to continuous learning throughout my career. I recently completed the Applied Data Science Program at MIT Professional Education, involving hands-on machine learning projects such as recommendation systems and predictive modeling.I have a solid foundation in Python programming, SQL, statistical analysis, and data visualization tools like Matplotlib and Seaborn. As a self-motivated problem-solver with a keen eye for detail and a strategic, big-picture perspective, I excel in effective collaboration with diverse teams and stakeholders.I am currently exploring Data Science opportunities and eager to apply my unique combination of business experience and newly acquired data science skills to new challenges. I welcome you to connect with me at sophiazmliang@gmail.com to discuss how my skills can add value to your organization.Github: https://github.com/sophiazmliangKaggle: https://www.kaggle.com/sophiazmliang
-
Business Analyst / Assistant Development ManagerHsbc Sep 2007 - Feb 2011Hong Kong SarIncludes working with ETL processes, data warehousing, and implementing data-driven solutions.- Exceptional ability to bridge technical concepts with business objectives- Successful project implementations across multiple international regions- Effective collaboration with diverse teams and stakeholdersRegional Insurance Customer Data Warehouse- Involved in software development, business analysis and project management for various key initiatives / areas, such as Sales, Fraud Detection, Credit Card and etc.Regional Insurance Sales Dashboard- Developed a comprehensive Dashboard with Sales KPI for senior management. Extracted data from various systems to create a regional data warehouse supporting MI, successfully implementing it across 5 sites: Hong Kong, Singapore, Taiwan, Malaysia, and Egypt.- Subject Matter Expertise: Acted as a subject matter expert in the insurance domain, providing high-level logical data design based on user requirements and relevant documentation.- Key Point of Contact: Served as the first point of contact for various user parties, the Relationship Management (RM) team, and multiple IT teams regarding queries related to dashboard functions and data interpretation.- Incident Resolution: Led the initial analysis and resolution of incidents raised during User Acceptance Testing (UAT), ensuring smooth project implementation.- Ongoing Support: Provided continuous support for static data setup and addressed user queries post-implementation, arranging handovers by phases. -
Project LeaderHsbc Software Development (Guangdong) Limited Jul 2001 - Jul 2007Guangzhou, Guangdong, ChinaInvolved in software development and project management for various key initiatives, including:- Regional Insurance Customer Data Warehouse: Integrated data from 7+ group entities, enhancing data accessibility and analytics capabilities across the region. Demonstrated strong communication and coordination skills as the lead team.- Life Insurance Administration System: Led the development of modules for Maturity Benefit Settlement, Bank Reconciliation Automation, Cash Receipt Automation, and Premium Receipt Enhancement.- Mandatory Provident Fund (MPF) Administration System: Led the development for Legislative Amendment, Receipt Matching and New Workflow System. Responsible for billing and contributions in the system's main upgrade. Played a crucial role in maintaining the #1 market share position in Hong Kong and ensuring 100% compliance with legislative requirements.- Financial Calculation Modules: Developed and implemented critical financial calculation modules, ensuring accuracy and efficiency in financial operations.
Zhimin Liang Education Details
-
E - Excellent -
Investment Management -
Applied Mathematics
Frequently Asked Questions about Zhimin Liang
What is Zhimin Liang's role at the current company?
Zhimin Liang's current role is Data Analyst | Data Scientist | AI/ML Software Developer | MIT Data Science.
What schools did Zhimin Liang attend?
Zhimin Liang attended Mit Professional Education, Hong Kong University Of Science And Technology - School Of Business And Management, South China University Of Technology.
Not the Zhimin Liang you were looking for?
-
-
Sammy Zhimin Liang
New York City Metropolitan Area4scotiabank.com, yahoo.com, dnb.no, dnb.se -
Zhimin Liang
Los Gatos, Ca
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial