Usman Farooq Email & Phone Number

Warwick, England, United Kingdom

London, England, United Kingdom

Cloud platform for Climate analytics: Business case development, Designed solution architecture (AWS), leading in-house developer team to deliver solutions

Bayesian modelling of concrete degredation (PYMC3)Tech Lead - Offshore wind cloud platform: Solution architecture design, leading in house teams to deliver MVP.Tech Lead - Bridge Intelligence Data Science Strategy Framework

Client: Internal Product Development Role: Data Scientist/ Machine Learning (Text Summarisation)Tools: Python ( GPU)ResponsibilitiesAutomatically develop summarisations for responses to Invitations to Tender and client deliverable to enable easy search within the organisationTesting Abstractive & Extractive methods for text summarisationClient: Internal Product DevelopmentRole: Data Scientist/ Machine Learning (Object detection and tracking)Tools: Python… Show more Client: Internal Product Development Role: Data Scientist/ Machine Learning (Text Summarisation)Tools: Python ( GPU)ResponsibilitiesAutomatically develop summarisations for responses to Invitations to Tender and client deliverable to enable easy search within the organisationTesting Abstractive & Extractive methods for text summarisationClient: Internal Product DevelopmentRole: Data Scientist/ Machine Learning (Object detection and tracking)Tools: Python (GPU)Responsibilities: Utilise Transport for London Open-source live video feedsApply Deep Learning methods to detect(YOLO) and track (Darkflow) vehicle, cyclists and pedestrians and count them. Apply deep models to (FSRCNN) to improve image resolutionClient: HealthcareRole: Data EngineeringTools: Pyspark, AWSResponsibilities:Develop ETL pipeline to deliver data for use in Qlik Dashboards ETL from AWS S3 using AWS GLUE, AWS Lambda and PysparkUtilising AWS Athena to query Client: InternalRole: Target Operating Model DesignResponsibilities:Develop mappings from as-is organisational design to to-beCommunications with C-suite stakeholders Client: HealthcareRole: Data Analyst/VisualisationTools: Python, TableauResponsibilities:Analysis of global SAP data ; using predefined filters to ensure consistency and correctnessDevelop Tableau dashboard to visualise data Client: Public SectorRole : Business Analyst / Data VisualisationTools: TableauResponsibilities:Liaise with business and senior stakeholders to develop user stories and business requirements Develop dashboards on Tableau to showcase ‘ Art of the Possible’ Show less

Client: UtilitiesRole: Data ScientistTools: R, SQLResponsibilities:Developing Price Elasticity models Developing Lifetime Customer Value ModelsDeveloping models and visualisation of customer pathways (Probabilistic Models) Developing new features to represent the operations in a sales channel(Dimensionality Reduction, Feature Engineering)Predicting various Business KPI’s using ML Techniques( NN, Trees, SVM, PCA) Client: UtilitiesRole : Data… Show more Client: UtilitiesRole: Data ScientistTools: R, SQLResponsibilities:Developing Price Elasticity models Developing Lifetime Customer Value ModelsDeveloping models and visualisation of customer pathways (Probabilistic Models) Developing new features to represent the operations in a sales channel(Dimensionality Reduction, Feature Engineering)Predicting various Business KPI’s using ML Techniques( NN, Trees, SVM, PCA) Client: UtilitiesRole : Data Scientist Tools: Python (Keras, Tensorflow)Responsibilities:Project aims to optimize battery usage in residential home which has solar panels Feature Engineering from Time series data (energy consumption)Classification of time series based on those features using K-meansUsing Reinforcement Learning(Q-learning, DQN,DDPG) to develop control mechanism to optimally charge and discharge battery in a household to minimize energy costsClient: UtilitiesRole : Data Scientist Tools: R , Excel Responsibilities:Hackathon – Understanding Third Parties and the Overall MarketLeading team of 4 data scientistsSimulating the Broker market using Predator-Prey ModelsUsing novel segmentation techniques derived from Ecology to segment customers Show less

London, United Kingdom

Managing and teaching Maths and English to small classrooms (4-8 students ) ranging in age from 6-16 years.

Master Of Science (Msc) Thermal Power

Bsc Mathematics

Activities and Societies: Co-Founder and Treasurer of Arabian Society