Amit Kumar
Assistant Vice President @Barclays
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WORK HISTORY
Assistant Vice President @Barclays
London, GB
Collaborate with stakeholders and use data and analytics insights to identify process optimisation opportunities for capacity creation in relevant business areas• Helping to define analysis approach in line with the strategic vision of the programme and the preferred methodology of the organisation.• Articulate and present commercial effectiveness of requirement proposals within a project or initiative.• Face off to one or many business areas/SME\'s understanding high level requirements and challenging where necessary.• Work independently to elicit, validate and document systems requirements in either BRDs or user/feature stories depending on the SDLC in use by the development teams.• Participation in the Design process coordinated by the Programme Management team, from Design approval to functional design completion – help to ensure the functionality/benefits envisaged are delivered.• Support the Testing Strategy and input into the coverage of Test scenarios and conditions ensuring all requirements in scope are tested.• Where applicable, during testing own the resolution of defects pertaining to requirement and design working with test teams and SMEs.• Where applicable work with functional or business areas and SMEs to plan migrations of users and or transactions.• Participate in helping to perform system training for new users, or when new functionality is released• Apply evaluative judgement and analytical skills to operate effectively within a complex and changing environment. • Understand the requirements and perspectives of stakeholders and integrate into their understanding of complex situations.• Demonstrates a broad understanding of how the bank operates and the metrics used to measure performance• Analyses problems and evaluates options in a logical and systematic way.• Seeks the advice of stakeholders to better create clarity in complex situations, understand problems, evaluate options and make decisions
EDUCATION
Biju Patnaik University of Technology, Odisha
Bachelor of Technology (B.Tech.)
Oklahoma State University
Master of Science (MS)
SKILLS
ABOUT AMIT KUMAR
A result oriented professional with overall experience of about 12+ years in Data Analytics & Business Intelligence• Proficient in descriptive, predictive & prescriptive analytics leveraged with database & Big data• Machine Learning with Supervised (Regression, SVM, Neural Networks) and Unsupervised (K-Means, PCA, Anamoly detection)• Proficient in computing statistical tests, Factorial Experiments, Random Effects, Experimental designs, Linear Contrasts, Post Hoc comparisons, ANOVA, ANCOVA, Multivariate Analysis• RFM, Decision Trees, Market basket analysis, Random Forests,Clustering, Time series & Forecasting, ARMA models, Collaborative Filtering, Survival Analysis, Visual Analytics, Text Analytics (NLP), Credit Scoring, Pricing Analytics• Adept in mathematical modeling, large scale optimization, network flow problems and algorithms, heuristic algorithms, Inventory optimization, Simulation, Scheduling• Proficient in Forecasting, Order Management, Capacity Planning, Logistics & Supply chain, Quantitative Analysis, Statistical process control (SPC), Lean manufacturing and Six Sigma techniques (DMAIC), Agile methods, JIT, Kaizen, 5S, TPM• Effective team player with excellent communication, organizational, presentation and interpersonal skills, time managementTechnical Skills-• Languages: SAS, Python, SQL, Matlab, Octave, VBA, Unix Shell scripting, C++• Analytical: SAS 9.4, SAS EG 6.1, SAS Enterprise Miner/Text Miner, SAS Forecast Studio, RStudio, JMP Pro 12.0.1, Minitab, IBM SPSS, Tableau 10.3, Looker, MS Power BI, Zeppelin• Database & ERP: Google Big Query, MS SQL Server 2016, Oracle, TOAD, SQL Developer, MS Access, SAP BASIS-PP/MM/SD• ETL: Informatica, Pentaho, Golden Gate, Cloud Composer• Optimization: FICO Xpress 7.9, SAS/OR 9.4, IBM ILOG, Supply Chain Guru, Lingo, JDA• Simulation: SIMIO 8, Oracle Crystal Ball• Big Data: Hadoop, Hbase, NoSQL, HDFS, Hive, Pig, Mahout, Flume, Sqoop, MapReduce, SparkR, MLlib, MongoDB• Project Management: Jira, Azure DevOps, Service Now, Trello• Others: Microsoft Office Suite(Adv Excel, Power Automate etc.), Latex, Gurobi, Maptitude, Map Point, MapInfo
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