Assessfy Industry Projects Lab Advanced 6 milestones 100 marks

Warehouse Pick-Path and Slotting Optimisation Tool for Indian Logistics

Industry: Logistics & Mobility Industry: Logistics & Mobility Function: Supply Chain Type: Industry-vertical applied project Team: up to 4 Assessment: 6 milestones (100 marks)

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

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Milestones
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Available mentors
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Enrolled students
11
Core skills
About this project

Objective: To develop a data-driven tool that optimises pick-paths and slotting in warehouses, reducing order fulfillment time and improving operational efficiency.

Problem & Context: Indian logistics companies face significant challenges in warehouse operations due to rapid e-commerce growth, high SKU variety, and labour-intensive processes. Inefficient pick-paths and poor slotting strategies lead to increased fulfillment times, higher labour costs, and frequent errors, hampering competitiveness.

Approach & Methodology: The project involves mapping warehouse layouts, collecting historical pick data, and analysing SKU movement patterns. Using optimisation algorithms and simulation techniques, the team will design a tool that recommends optimal slotting and pick-paths specific to Indian warehouse constraints (space, labour, SKU diversity).

Deliverables & Analysis: Key deliverables include a prototype optimisation tool (Excel/Power BI/Python), analysis reports on time/cost savings, and visualisation dashboards. The tool will be tested on real or simulated Indian warehouse data to demonstrate improvements.

Business Impact & Decision: The solution enables Indian logistics managers to make data-backed decisions on warehouse layout and SKU placement, directly reducing operational costs, improving order accuracy, and supporting scalability in response to market demand.

Milestones
1. Problem Definition & Business Case
10 marks 18d
Define the specific operational bottlenecks in Indian warehouses; prepare a business case; reviewed via a written brief and stakeholder feedback.
2. Domain Research & Data Gathering
12 marks 22d
Conduct research on Indian warehouse practices; collect real or simulated data; deliverable is a domain report and data inventory; reviewed by mentor and industry input.
3. Solution Design / Methodology
14 marks 21d
Design the optimisation approach and tool architecture; submit a methodology document and mockups; reviewed by faculty and logistics experts.
4. Build / Analysis & Implementation
30 marks 35d
Develop and implement the prototype tool using selected datasets; detailed analysis of baseline vs optimised scenarios; deliverable is the working tool and interim results; peer and expert review.
5. Validation & Results
24 marks 29d
Validate the tool's effectiveness on test data; present results (time/cost savings, accuracy); deliverable is a results report and dashboard; reviewed by faculty and industry partner.
6. Final Report & Presentation
10 marks 15d
Prepare comprehensive project report and final presentation; deliver findings and recommendations to stakeholders; evaluated through viva and report review.
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Skills you'll learn
Logistics & MobilitySupply ChainWarehouse operations and logistics domain knowledgeData analysis and pattern recognitionOptimisation algorithms (e.g.shortest pathslotting)Python and Excel modellingData visualisation (Power BI/Tableau)Simulation techniquesEffective business communication and reporting
Tools used
Microsoft ExcelPython (PandasNumPyNetworkX)Power BI/TableauSQL for data extractionGoogle Maps API (for location mapping)Simulated warehouse datasets (or public datasets from Indian logistics)SCOR Framework for supply chain analysis
Prerequisites
Operations Management or Supply Chain ManagementBasic Statistics and ProbabilityData Analysis with Excel or PythonIntroductory Logistics or Warehouse Management
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You'll earn — Certificate (PDF)

AICTE-aligned Project Completion Certificate

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