Sriraman R Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

Business: Retail - Supply Chain TechnologyOutcome: Select a OLAP/SQL tool which can enable ad-hoc querying on large datasets & support reporting use-cases on big-data & real-time use-casesTools considered: Apache Druid, Hive LLAP, Apache Kylin

Industry/Business Function: Retail eCommerce - Intl Marketplace DevelopmentKey Skills (My Role)1) Business Analysis & Consulting2) Client Relations & People Management (lead a team of 6 - data engineers & business analysts)3) Project Management - Requirement Gathering, Problem Definition & Milestone SettingBusiness GoalsTheme 1: Understand the current state of Cross Border Trade & Opportunity PresentProject 1: CBT KPI & Logistics Dashboard (track financial… Show more Industry/Business Function: Retail eCommerce - Intl Marketplace DevelopmentKey Skills (My Role)1) Business Analysis & Consulting2) Client Relations & People Management (lead a team of 6 - data engineers & business analysts)3) Project Management - Requirement Gathering, Problem Definition & Milestone SettingBusiness GoalsTheme 1: Understand the current state of Cross Border Trade & Opportunity PresentProject 1: CBT KPI & Logistics Dashboard (track financial health & operational health of retail cross border trade in different countries)Metrics: GMV, Units Sold, Order level metrics (AOV, AOS), Order Defect Rate, Total order Fulfilment Time, Time taken b/w diff nodes, OTIF %Theme 2: On-board More Marketplace Sellers & Enhance Seller ExperienceProjects1) Seller Selection Framework (Which sellers to on-board?)2) Seller On-boarding Dashboard (How efficient is the on-boarding process?) 3) Seller Performance Dashboard (How are on-boarded sellers performing?) 4) Seller Services Dashboard (How efficient is the logistics services provided?)5) SKU Selection Framework (What products should be listed by new seller?)6) Root Cause Analysis (reason for poor performance of on-boarded seller) Show less

Business: Retail - Store OperationsProject 1 - Work Force Management DashboardOutcome: Visibility into different store operation KPIs at store levelTasks: Formulate KPIs -> Mockup & Architecture Design -> Implementation -> DeploymentProject 2 - Demand ForecastingOutcome: Forecast the different drivers (sales, units) to enable optimal work-force budgetingTasks: Raw Data -> EDA -> Hypothesis testing -> Modelling & Testing -> DeploymentModel… Show more Business: Retail - Store OperationsProject 1 - Work Force Management DashboardOutcome: Visibility into different store operation KPIs at store levelTasks: Formulate KPIs -> Mockup & Architecture Design -> Implementation -> DeploymentProject 2 - Demand ForecastingOutcome: Forecast the different drivers (sales, units) to enable optimal work-force budgetingTasks: Raw Data -> EDA -> Hypothesis testing -> Modelling & Testing -> DeploymentModel Accuracy: 92% (at store level)Project 3 - COGS DashboardBusiness: Retail (Brick & Mortar) - Supplier NegotiationOutcome: Reduce Cost of Goods Sold (COGS)Output: Tool providing visibility to different cost components in value chain & suggest actions to be taken by Vendor Negotiation teamTechnical Goals: Response Time < 10 sec | Big data handling capacity (~ 200 GB - 500 GB)Architecture: Raw Data (Teradata, Oracle) -> HDFS + Hive -> Microsoft PDW -> Java + ReactJS Show less

Bengaluru Area, India

Outcome: Develop & Commercialise generic re-usable data-science products which can help in solving highly complex business problems in short timeOutput: A re-usable (plug & play) tool capable of performing Natural Language Processing (NLP) Tasks such as Text Classification & Sentiment Analysis, Topic Modelling, Text Clustering and Information Retrieval acting as a one-stop solution for addressing a wide-variety of problems

Bengaluru Area, India

Business Outcome: Develop capabilities (web applications/platforms) which reduce the manual paper-work/effort for different teams (Admin, HR, Finance, Operations) & makes the day-to-day internal operations of the company seamlessKey Technical Goals of Team-Design a Centralised Database (Single source of Truth)-Use of Open-source tools over proprietary software1) Web Application Development-Employee Performance Tracking Portal: Application which enables to record… Show more Business Outcome: Develop capabilities (web applications/platforms) which reduce the manual paper-work/effort for different teams (Admin, HR, Finance, Operations) & makes the day-to-day internal operations of the company seamlessKey Technical Goals of Team-Design a Centralised Database (Single source of Truth)-Use of Open-source tools over proprietary software1) Web Application Development-Employee Performance Tracking Portal: Application which enables to record feedback, report, analyse employee's performance using different measures-Tasks: Full Stack Development (Front-end + Middle-ware + Back-end) + Deployment2) REST API Development-Task: Develop the core business logic using REST APIs which powers both web & mobile interface-Cab App: Enable employees to book, edit & cancel cab requests-Finance App: Enable employees to reimburse claims by entering the details + attach documents3) Data Engineering-Goal: Migrating data from legacy systems to centralised RDBMS database-Tasks: ETL Pipeline design, Development, Data Quality Management & Automation Show less