Co-develop the solution designs for the pilot implementationsWork across multiple verticals, from technical to stakeholder coordination and beyondProvide support to teams in developing the blueprint of IDSA Data Spaces in the Australian ContextUses cases, pilot projects, proof-of-concepts, sandbox environment and implementationGap analysis, requirements and strategy between the customer and organisation requirementCoordinate with Cloud platforms (AWS, Microsoft and Google) for Data space solutionsWork across diverse teams from technical to governance, identity providers, policy advisors, and skills team to shape the data spaces program in Australia

• I am working as ARDC Research Data Specialist (an advisory role in the national expertise team situated at UNSW) and providing advice and support to research institutions and project partners.• I work with the solution architects and program directors to support the program design and delivery of multifaceted projects.• I collaborate with stakeholders to understand their data needs and ensure that the data architecture aligns with their requirements.• Experience with data processing architectures and familiarity with AI/ML technologies.• Lead data spaces initiative for Sovereign data exchange• I undertake a detailed analysis of the organisation’s data architecture requirements and provide domain expertise and recommendation reports.• My role is to take the lead on exciting and new initiatives such as Data spaces and provide strategic direction to the organisation.• I conduct exploratory data analysis (EDA) to understand business requirements and work with stakeholders to identify data sources and gather relevant information. I provide insights and recommendations based on data findings• I share my data science and AI knowledge at scale and provide strategic directions related to data analytics, and architecture.• I deliver presentations and prepare documents, checklists and required resources based on the organisation's needs.

• Data-driven prediction methods to forecast future energy demands.• Develop and implement energy-specific machine learning approaches.• Validate and improve data science models for classification and forecasting of energy demands.• Develop synthetic electrical networks with geospatial datasets. Then, validate on industrial data platforms such as the EVOLVE platform (ARENA). This research was funded by the electricity distribution company in Canberra.• Create data repositories in GitHub for scientific analysis.• Statistical modelling for privacy preservation of data and data sharing.• Synthetic generation of distribution network datasets by investigating public Geolocation APIs such as OpenStreetMap, Google map, QGIS and ArcGIS.• Modeling of household energy consumption from social demographic factors for sustainable cities.• Develop prediction models for the classification of electrical load profiles.• Address the problem of data sharing in the energy industry with data anonymization techniques. Validation of solutions from the SQL databases provided by the energy industry in Canberra.

• Gather, analyze and manage data from various databases and sources.• Produce high quality datasets to meet the emerging needs of the industrial databases.• Generate key insights (correlations) from publicly available datasets such as road topology and land parcel data, along with actual network data models provided by our industry partners.• Convert data among different formats for analysis purposes• Statistical modeling for privacy preservation in data.• Conduct data validation checks in industrial servers• Development of electrical network data using geospatial datasets.• Geocoding and validating address data using geo-batch solutions.• Develop data driven prediction models for classification of electrical load profiles.• Manage, curate, and analyse large datasets from local government databases• Convert the datasets with map-based visualizations in both QGIS and industrial servers such as EVOLVE-DER platform (ARENA).• Data processing of missing and null values with queries in SQL databases.• Worked on the datasets of Australian Bureau of Statistics (ABS) and Geoscience Australia to achieve the successful delivery of the project.• Worked on publicly available data sets such as road topology and land parcel data, along with actual network data models provided by our industry partners.• Most of the existing datasets are designed for North American and European systems. My role is extended to the Australian distribution networks.• Transforming existing data into a format for the new environment and the loading of this data into industrial data platforms (servers).• Generation of realistic feeder dataset for a distribution network in Australia.• Collaborate as part of a multi-disciplinary research team to carry out project deliverables of academia and industry.• Additional responsibilities include developing research proposals and data visualizations, presentations, and technical reports of findings

-I was an avid contributer of SEPA lab in South Korea, where I applied computational intelligence algorithms with current transformer (CT) datasets to build sophisticated intelligent systems.- Conducted interdisciplinary research to build  intelligent systems for South Korean energy industry.Key contributions:• A data-driven artificial intelligence approach based on unsupervised feature extraction and supervised fine-tuning strategy was proposed for CT saturation classification.

• Designing new solutions to avoid energy blackouts.• Responsible for maintenance, implementation and operations of all the projects of company.• Responsible for monitoring network data & power issues.• Responsible for Maintenance of all Electrical power issues (Rectifiers, UPS, air cons, battery banks) at colocations.• Provides Support in all installation, integration and testing activities.• Coordination with different departments (TXN NOC, IP NOC, OTS,V NOC) to solve the outstanding Power issues in network.• Ensuring, faults are identified, raised, investigated and resolved within agreed SLA.• Coordination with sales department to sort out the technical issues of valuable customers.• Responsible for reducing high power losses in optical fiber cables.• Customers IP/MPLS troubleshooting, Testing/ visit complaints.• Responsible of maintaining the inventory record of department.• Managing projects in a timely and effective way, and provide team members with clear supervision.• EME Reports (Electrical, Power, Generators, Air cons etc.)• Network monitoring tools (NMS), trouble shooting and managing service calls by using CMS application.• Preparation of Fault management sheet reports on daily basis.• Ensuring maximum possible service availability and performance