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Ashwani Singh

@ashwanisingh6

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AI leader at PepsiCo architecting a secure GenAI platform for 1,000+ concurrent users.

India

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At PepsiCo, I’m heading enterprise AI and GenAI implementation and leading the engineering of a secure, multi-tenant platform designed to support 1,000+ concurrent users. I’m also driving RaaS, a production-grade AI-for-BI engine that brings contextual reasoning to enterprise data.

At Accenture Strategy, I led AI and GenAI engagements from strategy through delivery. I developed a commodity forecasting model with approximately 96% fidelity that helped save over $14M across projects, and automated a beverage recipe-creation process from 5–14 days to under an hour.

Earlier, at Aragen Life Sciences and Novartis Ag, I applied analytics and automation to supply chain and procurement challenges. My work included a supplier intelligence tool using NLP and process improvements that generated reported savings and cost avoidance.

Experience

Work history, roles, and key accomplishments

Current

Senior Manager, AI/GenAI Engineering

Current

PepsiCo

Sep 2025 - Present (1 year 1 month)

Heading enterprise AI/GenAI implementation, defining production-grade architecture patterns, reusable engineering standards, and governance controls. Leading GenAI Platform Engineering and architecting a secure, multi-tenant platform with reusable orchestration, agentic services, and governance controls.

Generative AI Agentic AI LLMOps AI Platform Engineering Multi Agent Systems LangGraph Knowledge Graphs RAG Azure AWS GCP Databricks OAuth OIDC Okta Temporal Python

Principal Data/Decision Scientist

Accenture Strategy

Oct 2021 - Sep 2025 (3 years 11 months)

Led end-to-end AI engagements for Accenture and clients, owning planning, solutioning, and delivery of AI/GenAI initiatives. Partnered with senior stakeholders to scale the Analytics and AI practice through strategic hiring, use-case development, and reusable assets.

Generative AI Agentic AI LangGraph RAG Machine Learning Predictive Analytics Supply Chain Analytics Procurement Analytics Python Databricks Power BI Monte Carlo Simulations Chain Of Thought React IoT Deep Learning Time Series NLP

Senior Analytics Consultant/Sr. Data Scientist

Quantzig

Apr 2021 - Oct 2021 (6 months)

Developed KPIs to measure brand reputation using advanced NLP techniques and provided actionable insights. Led a team of 10 data scientists and BI developers across multiple engagements for a Fortune 500 CPG finance team.

NLP Sentiment Analysis Text Summarization Topic modeling Tableau Python Probabilistic Modeling Market Mix Modeling POC KPI development

Manager, Analytics Practice

Aragen Life Sciences

Jul 2019 - Apr 2021 (1 year 9 months)

Led strategic initiatives that won best supply chain strategy awards at national and international forums. Automated processes using RPA and developed green supply chain strategy to measure CO2 emissions.

Robotic Process Automation Power BI NLP REST APIs Time Series regression Supply Chain Analytics Data Framework KPI Reporting

Analyst, Procurement Analytics & Insights

Novartis

Apr 2016 - Jul 2019 (3 years 3 months)

Applied learnings to streamline and automate mundane processes, leveraging design thinking and RPA. Led digitization and data quality improvement initiatives, and created POCs showing potential for full-grown projects.