Presentations

Slide decks from talks, briefings and workshops. View them right here, or download the PDF.

AI-Driven Predictive Maintenance in Manufacturing

How manufacturers use SCADA/IoT sensor data and machine learning to predict equipment failure before it happens, cutting unplanned downtime and maintenance cost.

Generative AI for Enterprise Knowledge Management

How RAG-based systems turn scattered internal documents into a governed, cited, conversational knowledge layer for the whole organization.

AI in Supply Chain Risk & Resilience

How AI-based forecasting, supplier risk scoring, and digital twins let supply chain teams detect disruption early and model recovery options in real time.

Responsible AI Governance Framework for Enterprises

A board-level framework for AI risk taxonomy, model approval, bias testing, vendor risk, and incident response — built for regulatory scrutiny, not just internal comfort.

AI-Powered Quality Control via Computer Vision

How camera-based deep learning models catch defects manual inspection misses, and what it takes to integrate vision QC into a live production line.

Agentic AI for Enterprise Workflow Automation

What separates a chatbot from an agent, how agentic systems are architected with tools/memory/orchestration, and where human-in-the-loop guardrails belong.

AI for Energy Optimization & Sustainability

Applying load forecasting, carbon tracking, and renewable integration models to cut energy spend and meet ESG reporting requirements.

AI-Enabled Talent & Workforce Analytics

Attrition prediction, skill-gap analysis, and reskilling models for HR — with disparate impact testing, privacy safeguards, and legal review built in from day one.

Building an Internal AI Center of Excellence (CoE)

A practitioner's blueprint for organizational structure, use-case intake, reusable components, and governance for a central AI function that actually ships.

AI in Financial Forecasting & FP&A

How ML-based time series forecasting and scenario simulation are changing FP&A — from static budgets to continuously updated, explainable forecasts.

AI-Powered Customer Experience & Personalization at Scale

How real-time recommendation, next-best-action, and journey orchestration move personalization from static segments to true 1:1 relevance, without losing operational control.

Multi-Agent Orchestration for Enterprise Operations

How specialist agents, a coordinator layer, and shared memory replace monolithic single-agent systems for complex, cross-department workflows.

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