Samir Saci, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Fri, 05 Dec 2025 16:20:10 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Samir Saci, Author at Towards Data Science https://towardsdatascience.com 32 32 Build and Deploy Your First Supply Chain App in 20 Minutes https://towardsdatascience.com/build-and-deploy-your-first-supply-chain-app-in-20-minutes/ Thu, 04 Dec 2025 15:00:00 +0000 https://towardsdatascience.com/?p=607808 A factory operator that discovered happiness by switching from notebook to streamlit - (Image Generated with GPT-5.1 by Samir Saci)

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]]> How I Use AI to Convince Companies to Adopt Sustainability https://towardsdatascience.com/how-i-use-ai-to-convince-companies-to-adopt-sustainability/ Wed, 26 Nov 2025 12:00:00 +0000 https://towardsdatascience.com/?p=607735 Discover how Claude can act as a Supply Chain Sustainability Analyst and guide companies toward greener, more efficient inventory management.

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]]> Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP https://towardsdatascience.com/deploy-your-ai-assistant-to-monitor-and-debug-n8n-workflows-using-claude-and-mcp/ Wed, 12 Nov 2025 20:40:54 +0000 https://towardsdatascience.com/?p=607615 Use Claude AI to monitor, analyse, and troubleshoot your n8n automation workflows through natural conversation.

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]]> How to Connect an MCP Server for an AI-Powered, Supply-Chain Network Optimization Agent https://towardsdatascience.com/mcp-server-for-an-ai-powered-supply-chain-network-optimization-agent/ Tue, 23 Sep 2025 01:24:12 +0000 https://towardsdatascience.com/?p=607211 From prompt to strategic decision-making: MCP-powered agents for cost-efficient, reliable and sustainable supply chain network design.

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]]> From Python to JavaScript: A Playbook for Data Analytics in n8n with Code Node Examples https://towardsdatascience.com/from-python-to-javascript-a-playbook-for-data-analytics-in-n8n-with-code-node-examples/ Thu, 18 Sep 2025 15:30:00 +0000 https://towardsdatascience.com/?p=607179 Learn the basics of JavaScript through tiny n8n Code node snippets for sales data analytics

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]]> How to Build an AI Budget-Planning Optimizer for Your 2026 CAPEX Review: LangGraph, FastAPI, and n8n https://towardsdatascience.com/how-to-build-an-ai-budget-planning-optimizer-for-your-2026-capex-review-langgraph-fastapi-and-n8n/ Wed, 10 Sep 2025 12:30:00 +0000 https://towardsdatascience.com/?p=607093 Email → n8n → LangGraph → FastAPI: turning budget requests into optimised CAPEX portfolios that maximise ROI for decision-makers.

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]]> AI Agents for Supply Chain Optimisation: Production Planning https://towardsdatascience.com/ai-agents-for-supply-chain-optimisation-production-planning/ Thu, 21 Aug 2025 02:38:00 +0000 https://towardsdatascience.com/?p=606910 How to integrate an optimisation algorithm in a FastAPI microservice and connect it with an AI workflow to automate production planning.

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]]> How I Built Business-Automating Workflows with AI Agents https://towardsdatascience.com/how-i-built-a-business-automating-workflows-with-ai-agents/ Wed, 07 May 2025 03:25:10 +0000 https://towardsdatascience.com/?p=605925 How I make money helping businesses boost their productivity and cut costs by automating supply chain analytics workflows using n8n.

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]]> AI Agents for a More Sustainable World https://towardsdatascience.com/ai-agents-for-a-more-sustainable-world/ Tue, 29 Apr 2025 18:45:08 +0000 https://towardsdatascience.com/?p=605835 How AI agents can help companies measure, optimise and accelerate their sustainability initiatives.

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]]> Create Your Supply Chain Analytics Portfolio to Land Your Dream Job https://towardsdatascience.com/create-your-supply-chain-analytics-portfolio-to-land-your-dream-job/ Tue, 01 Apr 2025 00:46:33 +0000 https://towardsdatascience.com/?p=605366 A guide for students and professionals to build real-world projects and showcase their skills using the Supply Chain Analytics Cheat Sheet.

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]]> Automate Supply Chain Analytics Workflows with AI Agents using n8n https://towardsdatascience.com/automate-supply-chain-analytics-workflows-with-ai-agents-using-n8n/ Wed, 26 Mar 2025 19:48:42 +0000 https://towardsdatascience.com/?p=605308 What if you could automate complete supply chain analytics workflows  with low-code solutions?

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]]> Sustainable Business Strategy with Data Analytics https://towardsdatascience.com/sustainable-business-strategy-with-data-analytics-ce27180f8ddb/ Fri, 10 Jan 2025 13:01:57 +0000 https://towardsdatascience.com/sustainable-business-strategy-with-data-analytics-ce27180f8ddb/ Use data analytics to help companies design and implement strategic sustainability roadmaps to reduce their environmental footprint.

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]]> Are you Aware of the Potential of Your Data Expertise in Driving Business Profitability? https://towardsdatascience.com/are-you-aware-of-the-potential-of-your-data-expertise-in-driving-business-profitability-16cffb607437/ Thu, 24 Oct 2024 04:40:35 +0000 https://towardsdatascience.com/are-you-aware-of-the-potential-of-your-data-expertise-in-driving-business-profitability-16cffb607437/ A reflection of a supply chain data scientist who randomly discovered the power of data analytics to help small and large businesses

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]]> Simulate the Challenges of a Circular Economy for Fashion Retail https://towardsdatascience.com/simulate-the-challenges-of-a-circular-economy-for-fashion-retail-5c7e269f0706/ Thu, 26 Sep 2024 00:27:48 +0000 https://towardsdatascience.com/simulate-the-challenges-of-a-circular-economy-for-fashion-retail-5c7e269f0706/ Use data analytics to simulate a circular rental model for fashion retail and understand store operations and logistics challenges.

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]]> Business Planning with Python – Revenue Optimization https://towardsdatascience.com/business-planning-with-python-revenue-optimization-83387074826d/ Wed, 26 Jun 2024 04:11:23 +0000 https://towardsdatascience.com/business-planning-with-python-revenue-optimization-83387074826d/ How can you use data analytics to help small businesses maximize their revenue while maintaining or improving profitability?

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]]> Business Planning with Python – Inventory and Cash Flow Management https://towardsdatascience.com/business-planning-with-python-inventory-and-cash-flow-management-4f9beb7ecbec/ Wed, 05 Jun 2024 06:28:36 +0000 https://towardsdatascience.com/business-planning-with-python-inventory-and-cash-flow-management-4f9beb7ecbec/ Business planning of small businesses to manage inventory, predict liquidity needs and maximize profitability with data.

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]]> Supply Chain Process Scheduling with Python https://towardsdatascience.com/supply-chain-process-scheduling-with-python-6811cd9e650a/ Fri, 24 May 2024 06:54:49 +0000 https://towardsdatascience.com/supply-chain-process-scheduling-with-python-6811cd9e650a/ Use linear programming to increase the production capacity of value-added services in a luxury product warehouse.

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]]> Data Science for Value Chain Management https://towardsdatascience.com/data-science-for-value-chain-management-efb31c780807/ Wed, 15 May 2024 07:14:54 +0000 https://towardsdatascience.com/data-science-for-value-chain-management-efb31c780807/ How Can You Leverage Data Science to Optimize Operations and Boost Profitability?

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]]> Data Science for Sustainability – Simulate a Circular Economy https://towardsdatascience.com/data-science-for-sustainability-simulate-a-circular-economy-b6a13d4b0451/ Thu, 28 Mar 2024 06:19:30 +0000 https://towardsdatascience.com/data-science-for-sustainability-simulate-a-circular-economy-b6a13d4b0451/ Use data science to simulate the impact of a circular model on the CO2 emissions and water usage of a fast fashion retailer.

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]]> Data Science to Implement a Circular Economy https://towardsdatascience.com/data-science-to-implement-a-circular-economy-c9de824e73be/ Wed, 20 Mar 2024 14:59:03 +0000 https://towardsdatascience.com/data-science-to-implement-a-circular-economy-c9de824e73be/ How can you use Data Science to support a Fast Fashion Retailer in Implementing a Circular Economy?

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