Build a databse pipeline for MLOps, create a model for HR and M&A matching recommendation and etc...

Build an order-made machine learning model and apply it to the client's business in the especially retail finance industry.

▶︎　Created a new network service based on 5G as a Project Manager and Product planner of the team composed of 13 departments and 20 members. Planned the new product that operates 2.4 times faster than the existing one and inspected the probability of that with four technical departments for six months. Made the criterion of feasible service as the result of inspection within the deadline.▶︎　Conducted the marketing research of new service based on Digital Subscriber Line (DSL) network with… Show more ▶︎　Created a new network service based on 5G as a Project Manager and Product planner of the team composed of 13 departments and 20 members. Planned the new product that operates 2.4 times faster than the existing one and inspected the probability of that with four technical departments for six months. Made the criterion of feasible service as the result of inspection within the deadline.▶︎　Conducted the marketing research of new service based on Digital Subscriber Line (DSL) network with three departments and five members and identified the most appropriate product price that customers can accept. ▶︎　Made a financial model to evaluate the feasibility of a new product based on an optical network with three departments and five members. Designed business plan within six months which can recover the investment within three years.▶︎　Summarised output of whole departments and gave presentations to managers. Took approval to start service with two million USD investments.▶︎　Managed the devices and applications which team members used for their work and the security of information assets. Show less

▶︎　Led the emergency response team composed of seven members as a team leader. Managed a whole operation flow such as understanding the situation and the influence to customers, doing emergency actions, informing the facts to public relations department. Achieved the recovery rate within 95% for 18 months.▶︎　Led a project revising more than 100 technical manuals with five members. Assigned the right persons to the right tasks and revised manuals within two months.▶︎　Summarised problems… Show more ▶︎　Led the emergency response team composed of seven members as a team leader. Managed a whole operation flow such as understanding the situation and the influence to customers, doing emergency actions, informing the facts to public relations department. Achieved the recovery rate within 95% for 18 months.▶︎　Led a project revising more than 100 technical manuals with five members. Assigned the right persons to the right tasks and revised manuals within two months.▶︎　Summarised problems that happened in emergency action and gave monthly presentations to other departments to discuss idea how to solve the problem every month ▶︎　Created more than 30 new technical manuals for dealing with emergency problems within six months.▶︎　Trained five new members who were assigned to the operation department. Made every trainee pass the final examination. Show less