Shivani Gupta

CEO

Noida, Uttar Pradesh, India13 yrs 3 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • 14 years of experience in predictive analytics and data science.
  • Led AI/ML strategy and delivery at TFL Group.
  • Successfully delivered multiple data-driven projects across diverse industries.
Stackforce AI infers this person is a Data Science and AI expert with extensive experience in predictive analytics across multiple industries.

Contact

Skills

Core Skills

Generative AiMlopsMachine LearningData ScienceDeep LearningPredictive AnalyticsStatistical Modeling

Other Skills

AI ImagingAWS SageMakerAmazon Web Services (AWS)AutomationAzure Data FactoryAzure DatabricksC++Cash Flow ForecastingChatbotsChurn ManagementCognitive AIConversational AICore JavaData AnalysisData Mining

About

A seasoned problem solver and a leader with ~14 years of experience in predictive analytics, Data science, machine learning, data mining, econometrics, and market sizing. I have worked in diverse domains such as automotive, pharmaceutical, telecom, energy, SaaS technology and consumer electronics, delivering data-driven solutions and insights that drive business value and performance.Currently, I am working in AI engineering space, where I apply my skills in Python, Machine learning, Deep learning, MLOps, and cloud computing to solve complex problems and optimize outcomes. Some of the projects I have successfully delivered include Generative AI,conversational AI, renewable energy forecasting, predictive asset maintenance, video analytics, and real-time monitoring systems. I also have experience in leading and hiring data science teams, as well as managing data analytics and reporting functions.When I am not on the job, I enjoy sketching, learning about energy healing, and practicing Reiki.

Experience

13 yrs 3 mos
Total Experience
1 yr 3 mos
Average Tenure
1 yr 3 mos
Current Experience

Tfl group

Head of Data Science

Mar 2025Present · 1 yr 3 mos · Remote

  • Leading AI/ML strategy & delivery at TFL

Coforge

Senior AI Architect

Apr 2024Dec 2024 · 8 mos · Hybrid

  • Cognitive AI
  • Generative AI
  • Conversational AI
  • MS Copilot
  • Large Language Models
  • MLOps/LLMOps
Cognitive AIGenerative AIConversational AIMS CopilotLarge Language ModelsMLOps/LLMOps+1

Confidential

Advisor- AI

Jan 2024Feb 2025 · 1 yr 1 mo

  • AI Imaging
  • Chatbots
  • Generative AI
  • Automation
AI ImagingChatbotsGenerative AIAutomation

Hashicorp

Manager-Data Scientist ll

Oct 2022Mar 2024 · 1 yr 5 mos · India

Cash Flow ForecastingDeep LearningRenewal RetentionForecastingSnowflakeAWS SageMaker+9

Sembcorp energy india limited

Senior Manager/India Lead- Data Science

Mar 2021Oct 2022 · 1 yr 7 mos · Gurugram, Haryana, India

  • Data Science Lead for Data science initiatives in India.
  • Successfully delivered the following:
  • 1. Renewables Energy forecasting
  • 2. Predictive Asset maintenance for thermal assets
  • 3.Video analytics- Object detection
  • 4.Real time monitoring system for thermal assets
  • In addition to this, I was responsible for hiring and leading a team of data scientists and data analysts.
Deep LearningAzure Data FactoryAzure DatabricksPythonData ScienceMachine Learning+1

Statkraft

Lead Analyst-Forecasting & Data Science

Sep 2019Feb 2021 · 1 yr 5 mos · New Delhi Area, India

  • Analytics lead for FSS team for Statkraft India. I was responsible for the following:
  • Forecasting Quality
  • Fixed price products(Hedging): Built a model using extreme value theory to estimate best pricing for Statkraft's fixed cost product for FSS India
  • Forecasting optimization
  • Data analytics and Reporting
  • Data Management
  • People Management
Deep LearningPythonData ScienceMachine Learning

Incedo inc.

Senior Data Scientist

Nov 2018Sep 2019 · 10 mos

  • Worked as a Senior Data scientist and a Team Lead in Advance Analytics & Data Science department. Worked on:
  • Promotional print marketing material Demand Forecasting for a pharmaceutical company
  • Analytics for a leading Oil and Gas exploration and production company
  • Call centre Data analytics for major US telecom giant with an objective to reduce operating cost.
  • Marketing Analytics for a leading commercial aviation company
  • Also responsible for mentoring Junior Data Scientists and Data Scientists in the team
Deep LearningPythonData ScienceMachine Learning

Polestar solutions & services india pvt. ltd.

Sr. Consultant- Advance Analytics & SAS

Jan 2018Oct 2018 · 9 mos · Noida Area, India

  • Advance analytics and machine learning across different platforms
  • Enterprise Performance Advanced Analytics:
  • HR Analytics - HR Attrition Prediction Models
  • Pipeline Analytics- Win Propensity Models
  • Predictive Modelling around collections
  • Predictive project management
  • Marketing Mix Model
  • Algorithms: Random Forest, Decision Trees, SVM, Logistic Regression
  • Other Roles & Responsibilities:
  • Pre-Sales-Data Science[SAS,R,Python,MS Azure ML]
  • Leading a team of SAS Developers and Data Scientists
  • Team Management: Mentoring new joinees and freshers to get them on-board smoothly to new projects and client facing roles. Assigning tasks based on an individual skill set and conducting brain-storming sessions with the team for value addition to the projects
  • Project Management:Providing the clients with the insights based on the requirements and project scope, Project planning, Resource Management
  • Tools & Technologies: MS Azure Machine Learning Studio, R, Python, SAS/Base, SAS/EG, SAS/E- Miner, SAS/VA, SAS/VS, SAS Analytics Pro
SAS Enterprise GuideSAS E-MinerAzure DatabricksPythonData ScienceMachine Learning

Hyundai motor india ltd.

Sr Specialist- Analytics[Product & Market Strategy]

Jul 2016Dec 2017 · 1 yr 5 mos · New Delhi Area, India

  • 1)Passenger vehicle Demand Forecasting by incorporating various Indian Economy, Consumers, Product Specs, Regulations & other environmental proxies using various Time Series & Machine learning Techniques on Python
  • 2) Segment Wise Passenger Vehicle Forecasting using Car Sales Performance, Launch, Regulations & Technology
  • 3) Electrical Vehicle Market Sizing Model using Polynomial Regression & Customer Insights
  • 4) Ad- Hoc analysis and reporting for Senior management
  • 5)Aid business decision‐making through use of quantitative data analysis, predictive data modeling and leveraging business understanding
  • Tools & Technologies: R, Python
Statistical ModelingDemand ForecastingPredictive AnalyticsRMachine Learning

Hero motocorp ltd

Deputy Manager-Business Analytics

Mar 2015Jul 2016 · 1 yr 4 mos · New Delhi Area, India

  • Working as Business Analytics Project Manager in HMI having key responsibility to provide business insight and process reporting to marketing and sales operation team of India. The focused area of role:
  • 1) Retail Sales Forecasting
  • 2)Driving customer segmentation exercise to improve sales strategy for PAN India
  • 3)Trend analysis to project product demand for next two quarters using R
  • Tools & Technologies: R, SAP Predictive Analytics
Statistical ModelingSAS E-MinerDemand ForecastingPredictive AnalyticsRMachine Learning

Tata consultancy services

Analyst

Aug 2012Mar 2015 · 2 yrs 7 mos · Noida Area, India

  • SAS Programming
  • ETL
  • Statistical testing
  • Clinical trials
  • Tools & Technology : SAS/Base , SAS/ EG, SQL
Statistical Modeling

Indian oil corporation limited

Intern

Jun 2011Aug 2011 · 2 mos · Panipat Area, India

Education

Delhi College of Engineering

Bachelor of Engineering - BE

Jan 2008Jan 2012

DL DAV Model school, pitampura

12th — science

Jan 1995Jan 2008

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