Playing the Business Analyst (BA) Role, the Intern will be trained and supervised by experienced consultants to assist and/or perform below job during project delivery:
You will engage in:
1. ODT-based Intelligent Manufacturing Solution Design:
a) Priori Knowledge Acquisition
b) Knowledge Graphing (KG)
c) Decision Model Design for ML/AI Modeling
d) Data Acquisition Design for Industrial IoT IT/OT Data Connectivity
2. ODT-based Intelligent Manufacturing Solution Implementation:
a) Deploy and instantiate KG design with KG tool and LLM
b) Knowledge discovery with LLM
c) Quantify KG relations with Bayesian Network/Case-based Reasoning (CBR)
d) Quantify KG entities by connecting to IT/OT data sources through Industrial IoT platform
e) KG Q&A with LLM
3. Documentation:
a) Document the above deliverables with PPT, Excel, Word and software assets in Chinese and English
4. Client Presentation:
a) Conduct presentation in both Mandarin and English
Requirements:
· Knowledge of shop-floor production operations, e.g., production process design, quality controls, production conversion cost controls, production scheduling optimization and relevant experience is mandatory
· Knowledge of applying Machine Learning, AI or LLM to solve the above-mentioned production operational problems
· Strong command in Mandarin and English is a must
· Ability to utilize Knowledge Graph to describe production operations is valuable
· Knowledge of PLC, SCADA, DCS, OPC-UA will be an advantage