PROFESSIONAL SKILLS
Dr. David Hason Rudd
Empathic Computing, Financial Literacy & Churn, Casual Machine Learning, Smart Building and Telecommunication
Skills
Data Science For Business
- Data Science Tools: SAS Enterprises Guide, SAS Viya, SAS Studio, RapidMiner, SAP S/4 HANA, Celonis, Alteryx, MS Power BI, Tableau, Macro Excel, SQL, Qlik Sense, AWS, Azure services, Google Cloud Platform, ML Service, Databricks.
- Coding: Python, SAS, LATEX, . . .
- Databases: SQL (MySQL, PostgreSQL, SQLite); Big Data Technologies (Hadoop, Spark, Hive); MPP Databases (SQL Server, Azure Synapse)
- Teaching: Teaching data analytics; data science; academic research and publishing.
- Data Management: Data Quality; End-to-End Data Pipeline Design and Development; Data Engineering (ETL); contact centre and CRM data management.
- Business Analytics: Analytics for Pattern Identification and Scenario Creation; Business Intelligence; ML Signal Processing; Churn Prediction; Process Optimisation.
- Stakeholder Engagement: Engagement with Teams; Stakeholder Management; Requirements Communication (User Stories).
- Agile Methodologies: Agile Delivery Frameworks; Agile Development (SCRUM); Digital Frameworks and Methodologies (Scrum, Kanban, Lean, etc.)
- ML & AI for Business: Large Language Model (LLM) and multimodality modelling; Natural Language Processing (NLP); Deep Learning Frameworks (PyTorch, TensorFlow); Speech Emotion Recognition; Computer Vision; Data Mining for Financial Crime Transaction; Data Structures and Algorithms.
Smart Sensing Technology 4.0
Business Process Mining
Project Data Analyst
In-building Coverage DAS Planning
Expertise
Machine Learning / DeepLearning
89%
SAS
84%
Python
71%
Data Science
50%
Emotion and mental state recognition from speech
75%
Telecom Training
- LTE Radio Network Design/Air Interface
- RBS 6000 Overview
- MIMO in WCDMA and LTE
- LTE Access Transport Network/Opt
- LTE Performance management and
- GSM RAN Signalling
- OSS-RC overview & OSS-RC system admin
- Network Optimisation & service performance
- GPRS/EDGE Radio Optimisation
- GSM Radio Network Tuning/Features
- Mobile network opt & service performance.
Technical Competencies (Telecom)
- Nokia: NetAct.
- Ericsson: TCPU, Business Object (BO), Citrix, (RNO), WinFiol, ENIQ, MRR
- Siemens: TORNADO
- iB-wave: (Indoor Planning tool)
- Aircom Enterprise Suit: (ASSET, Connect …)
- Anite: Nemo Outdoor, NEMO MR & Handy)
- Forsk Atoll: (ACP, ASP, Model tuning …)
- ATDI: ICS Telecom
- Infovista: (Planning tool,TEMS Inv.,& Pocket)
- GIS tools: (MapInfo, MCOM,GE,Arc view, …)
- Actix: Post-processing tool
- Enhancell: Echo
- TEOCO: Ultima Forte/Mentor
Contact
- https://davidhason.com
- contact@davidhason.com
- +61 2 9801 7972
- david.hasonrudd@uts.edu.au