Abhishek Kumar Singh

About Abhishek Kumar Singh

Summary• More than 14+ years of diverse experience in machine learning, big data analytics, data warehousing, business intelligence and ERP with an enviable track record of delivering business impact.• Ability to transform business requirement into technical design, implementation plan and driving work force towards accomplishment of business and individual goals.• Experience of creating highly demanding, responsive, and supporting analytical solutions applied to various domains like Banking, Automobiles, IT Services, Commodity and Brewery Industry with vast exposure of business functions including Finance, Operations, HR, Sales & Marketing, Supply Chain Management (SCM).• Specialties: Data Science, Data Driven Insights, Data Modelling, Data Warehousing, Performance tuning, Data Management, Data Governance, Data Compliance.Skill Set• Azure – Key Vault, Data Factory, Data Lake Store, Data Lake Analytics, SQL Server, Datawarehouse, Event Hub, Stream Analytics, Databricks, Spark Framework, Data Explorer (Kusto), Machine Learning, DevOps, Machine Learning• Source Control – Team Foundation Server (TFS), Visual Source Safe (VSS), GIT, VSTS • Programming – Python, SQL, PowerShell, C#, and Scala• IDE – Business Intelligence Development Studio (BIDS/MSBI), Visual Studio• BI tools – Microsoft SQL Server (MSSQL), SQL Server Analysis Service (SSAS), SQL Server Integration Service (SSIS), SQL Server Reporting Service (SSRS), Power BI and Microsoft Excel for cube reporting• ERP – Microsoft Dynamics NavisionSoft Skills• Strong analytical, problem-solving, data analysis and research skills• Customer engagement and Team management

Experience

1. Senior Software Engineer

   Microsoft

   Feb 2017 — Present · Bengaluru, IN

   Project 1: AZRDPS - Anomaly detection platform for root cause analysisA configuration-based domain agnostic platform to detect anomaly in existing Azure code which impact VMs performance. It uses T-Score hypothesis testing.Responsibilities:• Built a Machine learning solution that detects anomaly in Azure Core Compute systems • Developed Azure Dev Ops pipeline for continuous integration and continuous deployment• Identify top regressed set of features impacting performance and reliability.Impact: To improve the customer cloud experience in terms of reliability and performance.Project 2: RCA - Rule based recommendation platformObjective it to come up with set of rules to reduce downtime of VMs. This is configuration-based platform and can fit to multiple domains.Responsibilities:• Built a machine learning model which outputs set of rules causing interruptions using random forest algorithm• Developed Azure Dev Ops pipeline for continuous integration and continuous deploymentImpact: Disk interruption reducedProject 3: Sales & Marketing Data PlatformThe project is about recommendation from campaign (location, timing, speaker, etc.) to the salesperson making the sales based on customer profile.Responsibilities:• Built big data solution that uncovers patterns hidden in data and provides insights on revenue and profitability.• Developed Azure Dev Ops pipeline for continuous integration and continuous deployment• Unified telemetry initiatives across Org for health of systemsImpact: Revenue and profitability increased

Education

• Birla Institute of Technology and Science, Pilani

  Master of Technology - MTech, Data Processing and Data Processing Technology/Technician

  2018 — 2020

• Central Board of Secondary Education

  12th, Science

  2001 — 2002

• JSS ACADEMY OF TECHNICAL EDUCATION, NOIDA

  Bachelor of Technology (B.Tech.), Computer Science

  2003 — 2007

• Central Board of Secondary Education

  10th, Science

  1999 — 2000

Skills

• Ssrs
• Software Development Life Cycle (Sdlc)
• Business Process
• Team Foundation Server (Tfs)
• Erp
• Pre-Sales
• Data Integration
• Databases
• C#
• Devops
• Data Warehousing
• Sql Server Integration Services (Ssis)
• Microsoft Sql Server
• Integration
• Language Integrated Query (Linq)
• Consulting
• Business Analysis
• Entity Framework
• Team Management
• Sql
• Business Intelligence Tools
• Ssas 2008
• Microsoft Dynamics
• Software Project Management
• Agile Methodologies
• Business Intelligence
• Msbi
• Analysis Services
• Extract, Transform, Load (Etl)
• Requirements Analysis
• Crystal Reports
• Customer Relationship Management (Crm)
• Agile Project Management
• Requirements Gathering
• Python
• Enterprise Resource Planning (Erp)