Mar 2023 – Sep 2024 · 1 yr 6 mos

• Reinforce data governance and quality of master data.
• Stakeholder Management.
• Experiment and create scalable global data science solutions.
• Enable a data structure for innovation and solution development.
• Build and scale new solutions to maximize the value of Nestlé's data.
• Align and support ways of working within the team to support innovation and global solutions.
• Design and setup the architecture required to successfully build and deploy data science solutions

Aug 2021 – Apr 2023 · 1 yr 8 mos

• Design, build and deliver best practices in Data Analytics across the HR Function in the region and People Analytics across the business.
• Deliver innovation in analytical approaches to understand and mitigate people-driven risk to the business.
• Build new and improve existing statistical models to analyze and predict the behavior of the workforce.
• Innovate, code, report, and discover information hidden in vast amounts of data that will help Nestle to make ever smarter decisions.
• Apply data mining techniques, conduct statistical analysis and build high-quality prediction systems.
• Provide consultation & advice for designing and building new dashboards and solutions across regions.

Aug 2021 – May 2022 · 9 mos

• Safer Autonomous Systems Project: Assurance Case Structures for Machine Learning in the Decision Making of Highly Autonomous Systems

May 2019 – Aug 2021 · 2 yrs 3 mos

• Safer Autonomous Systems Project: Assurance Case Structures for Machine Learning in the Decision Making of Highly Autonomous Systems

Aug 2017 – Nov 2018 · 1 yr 3 mos · Hiroshima, Japan

• Improving Micron's Memory Yield Efficiency, integration of foundries fabrication equipment data with other sites and using it to optimize Yield Efficiency.
• Tools Used: Spark, Pyspark, python, Hive, Tensor, Spark-sklearn
• Improving Fabrication Process Life Cycle time: Predictive Fault Detection on Silicon Wafer after being processed upstream in the fabrication process.
• Tools Used: python, sql, Sckit-Learn
• Testing of distributed computing Big Data Framework libraries for Apache Spark
• Tools Used: H2O.Ai, Sparkling Water, TensorFlow, Intel BigDl
• Automation for Analog Meter Reading: Used Computer Vision and Deep Learning technique to automate the logging process of Fabrication Facility analog Meter Reading.
• Tools Used: Python, Keras, Power BI

Jan 2017 – Apr 2017 · 3 mos · Greater Oxford Area

• Professional Certification in "Data Science for Internet of Things"

Apr 2015 – Aug 2016 · 1 yr 4 mos · Gurgaon, India

• Work with Practice Areas and topic leads to leverage the data and analysis to provide insight and value for clients, both as part of the bench-marking process and by leveraging the data for ongoing casework and proposals.
• Manage existing databases, ensuring data integrity and data usability by other BCG colleagues. On request, develop additional analytical formulas, output sheets, and tools to partially automate the generation of PowerPoint feedback decks.
• Upload data to relevant bench-marking models, databases, and proprietary tools, and participate in building and refining models.
• Responsible for the BCG's Global Banking Pools' Market estimation, a proprietary database covering all banking segments in more than 100 markets and supported by a specialized Financial Institutions Team.
• Tools Used: Python, SQL, Sckit-Learn

Nov 2012 – Mar 2015 · 2 yrs 4 mos · Gurugram, Haryana, India

• Worked as an Analyst with Center of Competence (CoC-OPS Svc Corporate & Business Function). Performed High Level and detailed sub functional benchmarks and operation optimization for Business Support Functions (HR, Finance, IT , Legal , Procurement , Sales Support , Marketing), designing Outsourcing Models, Shared Services and Centralization Design, Outsourced Vendor Management and Merger and Acquisition Cost and Size synergies.
• Real Estate & Outsourcing Skill benchmarks: Analysed best suitable outsourcing location based on human resource skill livers of the location and real estate cost per square foot.
• FTE Diagnostic (cross industry): Cost reduction by automating the transnational work in legacy bulk manufacturing industry – mainly GEM industry, CPG Manufacturing.

Jul 2011 – Jul 2012 · 1 yr · Andover, England, United Kingdom

• Customize Microsoft Office by developing Microsoft Word, Excel, and Access functionalities (VBA macros, VSTO), features, and templates helping organizations to save time and money and project their brand more effectively. Used MS Access 2007, MS Word 2003/2010, MS Excel v2003/2010, SQL Server 20, VSTO, and XML.
• Create and manage Product Portfolio along with testing and installation at the client site. Communicated with customers, management, internal departments, and vendors to coordinate overall marketing efforts in accordance with corporate goals.
• Create templates in MS Office (layout and coding in VBA and XML) and supporting users of these templates.

Jul 2008 – Dec 2008 · 5 mos

• My job role involved handling full flow for designing the test pattern generator for display devices. This included designing the PCB in Orcad, the Graphical User Interface for preparing test patterns to be loaded into the microcontroller, and programming the microcontroller for testing CRTs. This project was part of the prestigious Head-up Display project designed for the Light Combat Aircraft (LCA Tejas) of the Indian Air force.
• Contribution:
• Graphical User Interface made in Matlab.
• Testing of the display screen by sending standard graphical test patterns serially to the 8051 microcontrollers using serial port connector RS232.
• Microcontroller programmed using Embedded C in KEIL Package (using KEIL http://www.keil.com/).
• The composite video signal, which is given to the display device such as CRT, checks for similarity in the test patterns.