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Swapna Samir Shukla

Swapna Samir Shukla

Certified

Senior Data Scientist

Oracle

Technologies

My Portfolio Highlights

My New Project

Introduction to Notebook Projects

My New Course

Introduction to SQL

My New Project

Introduction to Notebook Projects

Insights artist, painting vivid pictures of knowledge with data as the brush.

My Work

Take a look at my latest work.

course

Introduction to SQL

course

Intermediate SQL

course

Joining Data in SQL

course

Introduction to SQL

My Certifications

These are the industry credentials that I’ve earned.

SQL Associate

SQL Associate

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to SQL
Intermediate SQL
Joining Data in SQL
Data Manipulation in SQL

Projects

When Was the Golden Era of Video Games?
Introduction to Notebook Projects
Analyzing Unicorn Companies
Analyzing Motorcycle Part Sales

My Work Experience

Where I've interned and worked during my career.

Oracle | Jul 2024 - Present

Senior Data Scientist

N/A

HP | Apr 2021 - Jul 2024

Senior Data Scientist

• Successfully implemented a top-down demand forecasting approach for a dominant player in the PC market, resulting in a 20% increase in forecast accuracy compared to the benchmark. • Developed and refined product hierarchies at both the family group and product levels to support demand planning and optimize inventories. • Utilized data cleaning techniques and the Bass Diffusion model to improve the accuracy of product transition percentages. • Generated forecasts using an ensemble of tree-based algorithms (xgBoost) and Meta-Prophet, leveraging CPU multithreading to deliver over 10,000 forecasts in less than a minute. • Empowered demand planners to track forecast accuracies through visualizations in PowerBI, leading to forecast accuracies of 65%-70% at the family level for top-selling products, with a positive bias.
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Upwork | Oct 2020 - Jan 2021

Freelance

1) Marketing Analytics:- Churn Prediction 2) Professional Web Scraping 3) Recommendation Systems Co-authoring research papers on Linear Optimization and Recommendation Systems

Johnson & Johnson | May 2020 - Sep 2020

Advanced Analytics Intern

Domain/Vertical: Analytics – Advanced Analytics Designation: Advanced Analytics Intern Key Responsibilities: • Responsible for identifying ways to improve user retention time on FP&A Digital Platform • Partnering and collaborating with stakeholders at multiple levels around the globe to understand their Training Needs and Report Viewing Behavior, translating those problems into ML use cases and delivering actionable insights based on data analysis and analytical frameworks. • Proposed, Developed and Deployed a Recommendation Engine for Financial Reports and Trainings. • Forecasted Sales at different levels of Hierarchy for J&J’s consumer goods segment

NUS Business Analytics Centre (BAC) | Sep 2019 - Apr 2020

Research Assistant

Domain/Vertical: Analytics – Business Analytics-Industry Vertical Designation: Research Assistant Key Responsibilities: • Executed Projects in collaboration with PUB (Public Utilities Board, Singapore) and IHIS, Singapore. • Worked on the entire Machine Learning Lifecycle, from loading of client data in SQL Developer, model training, designing a logging framework to capture failure points, to final deployment in AWS. • Managing end-to-end deliverables of the project by adhering to scope, timelines, and stakeholder expectations

Societe Generale Global Solution Centre | May 2018 - Jun 2019

Business Analyst

Domain/Vertical: Analytics – FX/MM Instruments Designation: Business Analyst – Data Repositories Management Key Responsibilities: ● Managed the entire Data Ingestion Pipeline from Trading Platforms to centralized Data Warehouse. ● Remediated data quality issues related to BCBS 239, by putting several controls in place, so that the erroneous trades aren’t reported to the Downstream Systems. ● Conceptualized and deployed a Machine Learning Project using Decision Trees in Python, wherein, we have reduced the manual effort involved in reconciliation of under-reported and over-reported deals from 100 hours/month to just 5 hours/month. This also resulted in a savings of 170K euros for the bank ● Trained senior management professionals on various advanced analytics, machine learning algorithms and their practical impacts on business. Algorithms include Regression, Classification, Segmentation and Time Series.

Accenture | Apr 2016 - May 2018

Business and Integration Architecture Senior Analyst

Domain/Vertical: Data and Analytics – Financial Services Designation: Business and Integration Architecture – Senior Analyst Key Responsibilities: • Build advanced analytics models and solutions for clients to improve various business outcomes • Part of team which successfully develops complex algorithms and brings cutting edge to innovations to elevate Accenture’s offerings • Work with business teams to identify the right business objective and data required to answer the business case • Analyze data and generate insights that can articulate to business stakeholders • Develop POCs that can be used to generate business decisions • Awarded with ACE Award for Solution Excellence and timely project Delivery

My Education

Take a look at my formal education

Master's degree, Business Analytics in AINational University of Singapore | 2020
Master of Business Administration - MBA in FinanceXavier Institute of Management(XIM Bhubaneswar) | 2016
B.Tech in EngineeringNational Institute of Technology Rourkela | 2011

About Me

Swapna Samir Shukla

As a seasoned data scientist with a robust background in machine learning and advanced analytics, I bring over a decade of experience across diverse industries, including supply chain, investment banking, financial services, and healthcare.

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