Summary
Overview
Work History
Education
Skills
Accomplishments
Certification
Additional Information
Project Details
Timeline
Generic
Siddhartha Ghoshal

Siddhartha Ghoshal

Technology Lead - Data Analytics

Summary

A dedicated IT professional with diverse experience in database, data warehousing and business intelligence seeking to establish a career in challenging positions to design and implement low cost stable solutions for a progressive industry where my abilities and performance can contribute to the productivity of the industry leading to future career advancement.

Overview

9
9
years of professional experience
6
6
years of post-secondary education
1
1
Certification
1
1
Language

Work History

Technology Lead - Data Analytics

Apple Inc
Singapore
02.2014 - Current
  • Analyzed large amounts of data to identify trends and find patterns, signals and hidden stories within data.
  • Used business objects, business intelligence and other reporting tools to extract data from data solutions and data warehouses.
  • Interpreted business questions and collaborated with engineering teams to identify data sources.
  • Created and automated data visualizations to present insights and tell compelling stories.
  • Performed root-cause analysis on data-related system problems to recommend or execute corrective action.
  • Optimized system and platform performance capabilities in most efficient, practical way possible.
  • Mapped current business and operational processes and recommended areas for improvement.
  • Assessed large datasets, drew valid inferences and prepared insights in narrative or visual forms.
  • Scrum Professional Following Agile Methodology for Every Data analytics and Projects undertaken.
  • Performed the role of a Lead/ Developer and was engaged in Enterprise Semantic layer data flow/ aggregation.

Education

Bachelor of Technology - ECE

Camellia Institute of Technology
India , West Bengal , Kolkata
08.2009 - 08.2013

Indian School Certificate - Science Education

M.P Birla Foundation Higher Secondary School
India , West Bengal , Kolkata
04.2007 - 04.2009

Indian Certificate of Secondary Education - Science Education

S.T Anthony’s School
India , West Bengal , Darjeeling
04.2007 - 04.2007

Skills

Operations analysis

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Accomplishments

  • Current Role - Technology Lead with Infosys Ltd
  • Experience - 8 years 9 months in field of Data Analytics and Business Intelligence
  • Collaborated with team of 10 to 12 members in the development of projects.
  • Resolved application issues by collaborating with Client in testing.
  • Enabled automation wherever possible.
  • POC for future upgrades and migration to newer technologies - Snowflake(Cloud based) , Singlestore (Cloud based) , Orchestration -using Airflow etc.

Certification

Teradata Architecture and Teradata , Snowflake , Python

Additional Information

  • Winner of Insta Award for Outstanding Performance RFL Ad hoc Tool Development.
  • Completed Infosys Training with CGPA of 92% and given high performance incentives.
  • Involved in development of automation scripts through Python/ Unix shell scripting in order to reduce manual human intervention in mechanical activity.

Project Details

1. GBI China - ECOS: China ECOs Analytics Engine is the China SDM’s (Supply Data Management) Big Idea initiative.

A centralize best-in-class analytics solution that stitches different processes together to provide Supply and Demand planner’s rapid in-depth cross intersection gap analysis, intelligent actions proposal as well as detail exception reporting.

Empowering planners to focus on quality decisions making and the efficiency gain will enable the organization to take on new value adding activities without always adding incremental resource.

Client

Apple Inc.


Duration

>1 year

Technologies

Snowflake , Singlestore , Teradata16, Unix, Oracle, Tableau, Python , Airflow ,Web APIs , Oracle

Tools

Autosys, Central Station, GitHub , Pycharm , Data Grip , Airflow

Responsibilities

Played key role in all the phases like analysis, design, coding & testing.

Single handedly managed to induct and develop the BI solution for one of the Line of Business (Apple) – Apple Watch.

Performed the development of Tableau dashboard for Analytics and reporting in Oracle

Migration to Snowflake and Singlsestore

Data Ingestion


2. RFL Ad hoc Tool : Retail fulfillment Operations – Ad hoc functionality is to report various measures related to Operations Area (Billings , Bookings , Inventory , In transit , Pack out , APS , POS Invoice etc.) in Data Browser - which is an internal tool for Apple Inc. Data Browser initially pointed to SAP HANA DB from which data is fetched in the reports , however , all aggregations were done in Teradata and replicated to HANA DB. Current Version of this Tool now points to Teradata where Data Browser reports points directly. Objective of this project was to enable the users to view measures in Data Browser rather than SAP BO reports.


Client

Apple Inc.

Duration

Till current date (1 Year)

Technologies

Singlestore ,Teradata, Unix, SAP HANA , Oracle , Python, Datastage

Tools

Central Station, Git Hub, Autosys, Tableau

Responsibilities

Played key role in all the phases like analysis, design, coding & testing single handedly. Had to understand the replication Framework.

Preparing test cases, unit testing, integration testing.


3. AFO CT Retrofit: AFO CT is an application that has 2 interfaces – WW Booking (Containing bookings data for Apple products, across regions at order ID, Order item level along with numerous products, organization and channel related dimensions), Backlog (Contains all the backlog data). Important Measures (Gross/net order units, backlog units, order, cancellation, fraud, delivery etc.) are derived directly from Orders data. There are various TDE (Tableau Data Extracts) that extracts data from the aggregate views for Tableau reporting. AFO CT consumes orders directly from Core views - Orders data as major source, which in turn fetches from GSD(Oracle) layer. However, in AFO CT - Retrofit, we have the Application pointing OIE (Order Item Extended) core table built as part of CDF initiative, which fetches data from HANA layer and is faster source. The data coming from SAP -> GSD-> EDW would change to SAP->HANA -> EDW. Also, most of the measures and dimensions would be integrated in HANA into a single source of truth and would reach EDW. Hence latency and lines of could would be reduced.

Client

Apple Inc.

Duration

6 months

Technologies

Singlestore,Teradata 16, Unix , Oracle , Python


4. Store Pre Order: The objective of Store Pre Order Reporting is to track and report the supply (RCI) vs Demand for Retail APU and reservation Data. Minutes to hours comparison of data for products pre- ordered during launch at Retail Stores with previous years launch data. The Store Pre-Order was developed by WW DS team and as part of this project it is be owned by GBI


Client

Apple Inc.

Duration

4 months

Technologies

Snowfalke , Teradata 16, Oracle , Airflow , Python

Tools

Singlsetore , Snowflake , GitHub, Central Station, Autosys

Responsibilities

Participated as an offshore team player for all the developments for the backend. Directly interacting with users and other DEV teams to understand requirements. Writing Snowflake dmls , Teradata procedures to populate the data into tables at different levels. Involve in error handling and performance tuning of Teradata queries. Involve in preparing test cases, unit and integration testing along with prod deployment.

Single handedly managed to induct and develop the BI solution for one of the Line of Business (Apple) – Apple Watch.

Performed the development of Tableau dashboard for Analytics and reporting in Oracle.

Timeline

Technology Lead - Data Analytics

Apple Inc
02.2014 - Current

Bachelor of Technology - ECE

Camellia Institute of Technology
08.2009 - 08.2013

Indian School Certificate - Science Education

M.P Birla Foundation Higher Secondary School
04.2007 - 04.2009

Indian Certificate of Secondary Education - Science Education

S.T Anthony’s School
04.2007 - 04.2007
Siddhartha GhoshalTechnology Lead - Data Analytics