- Digital Transformation- Data Strategy- Enterprise Architecture- Solution Architecture- IT training and development

Big Data Analytics, Data Science, Machine Learning and Business Intelligence

Leading a team of data engineers, data analysts and QA engineers.Reporting and analytics, ETL, datawarehousing.

Part of Energy, Climate Change & Sustainability group:- Ingesting, storing and analysing huge amounts of Energy (Electricity and Gas) Data. - Azure Data Factory, Azure DevOps, LogicApp, Azure Synapse Analytics, Databricks (PySpark, Scala, SparkR).- Machine Learning and MLFlow.- Data Architecture, Data Governance using Azure Purview- Climate change evaluation and strategy.

Data Governance and StrategyData Lineage, Metadata Management, Business Glossaries, Data Dictionaries.Big Data (Spark)Data Architecture (AWS, Azure, GCP)Data AnalyticsCollibraInformatica

Part of the Accenture Digital and Accenture AI group.Helping clients improve businesses by integrating technology and business solutions.Improving business performance by leveraging the power of Data Science, Cloud and Big Data.Productionizing Data Science Models.Microservices Design using Swagger and TM forum API specs. Deploying microservices on AWS. Experience with Scala and Spark for big data projects. The projects involved big data sets reconciliation, merging and data manipulation using Spark on AWS EMR. Also worked on dashboarding reports in Zepplin and RShiny.Developed a reporting solution using AWS Serverless architecture involving API Gateway and Lambdas. Developed the API using Swagger file and deployed it in API Gateway. The project involved API Gateway, Lambdas, Elasticsearch, DynamoDB, S3.Worked on Data Science problem for Australian Aged Care. Used logistic regression to predict the likelihood of a person getting a heart disease or diabetes. Expertise: 1. Data Science - R - Python - SQL - Machine Learning - NLP 2. Cloud - AWS - GCP - Azure 3. Big Data/Data Engineering - Cloudera Hadoop - Kafka - Flume - Spark - Elasticsearch - Hive - EMR - Airflow

Work with domain experts to distill domain specific knowledge into computable elements: entities, schemas, controlled languages, and ontologiesCurating, organizing, and classifying the data with appropriate concept models and taxonomies, and creating semantic relationships between taxonomiesExtending data with synonyms, relationships, and other semantic enrichmentAnalyze graph structures and content and develop new semantic representations.Make decisions and provide guidance about ontologies and semantic representations.Write code to gather, process, and analyze data of various kinds.

Statistical analysis of Energy Rebates programmes for 1.2 Million customers across NSW.

Developing a recommender system by analysing Peta-byte scale Climate and Geospatial data. Manipulating, wrangling and analyzing data.Migrating Peta-bytes of data to Google Cloud Platform (GCP).Analyzing Big Data in BigQuery using SQL queries.Analyzing and manipulating data using R, SQL, Python (Pandas, Numpy, matplot, plotly, etc.) and Matlab.Data engineering , integration, visualization and storage using GCP tools; IoT-core, Dataprep, Cloud Dataflow, Cloud Pub/sub, DataStudio, Bigtable.Storing and analyzing big data on AWS. Developing and deploying machine learning algorithms like linear regression, classification, clustering, Neural Networks and Decision Trees using Python, R and Matlab.Statistical and quantitative analysis of large amounts of data in Python and R.Deploying docker images on Kubernetes clusters.Developing ETL pipelines for multiple sources of data including IoT, remote sensing and huge volumes of climate data.IoT data ingestion, data storage, data analysis and data visualization. Node.js for IoT data integration and creating ETL pipelines.Working with TheThingsNetwork(TTN) and node-red for registering and authenticating IoT devices, and developing data pipelines.

Data VisualizationData AnalyticsFirmware DevelopmentSoftware DevelopmentHardware DesignTesting

Client Liaison: to meet the client’s need for information, support, assistance, reports and training.Schematics Design, PCB Design, SI/PI and Thermal Analysis using the following Mentor Graphics tools:Design CaptureDxDesignerPADS (Standard, Standard Plus, Professional)HyperlynxXpeditionEnabling customers to use and deploy Mentor Graphics family of printed circuit board designand signal integrity software in pre and post sales situations.Assisting customers with software evaluation and benchmarks when required.Provide technical support for both Pre & past sales such as sales presentations, productdemonstrations, trade shows and seminars.Work with management to ensure the efficient collection and analysis of customerinformation and market data while ensuring effective communication of the requestedinformation to management.Establish and manage technical relationships with customers, partners and industry leaders.Secure technical design wins for Mentor Graphics' product and service offerings.Technical wins with the industry leading Xpedition and HyperLynx product families.Delivery of technical presentations, conducting product demonstrations and benchmarks, andparticipation in development of account strategies leading to market share gains for MentorGraphics.

Project ManagementSystem Design of Remote Module for EPOCH system. EPOCH is an Intrinsically Safe Electronic System. The design involves but is not limited to:Schematics Designing, PCB Designing, PCB Layout,Embedded firmware/software developmentFootprint Development, BOM Generation,System requirements specifications,System design specifications,Software architecture design and hardware design/debugging/modifications,C programming for controllers,Communication protocols implementation,Software testing and debugging,System and device commissioning,Type Testing.

My responsibilities at Powersoft19 included:Software and hardware development.Project Management and Tracking using JIRA.Compilation of Requirements and Design Documents, as well as Electrical Test Procedures.Clients served while at Powersoft19:Industrial Scientific Corporation, USA.Cattron Group International, USA.OldHam, France.Varentec, USA.Railcomm, USA.