Real work · Real proof

See the work you’ll actually produce

Every Nirmaan AI participant builds tangible, AI-augmented projects in their own domain — then earns a verifiable certificate and a recruiter-grade placement report. Here’s a real preview across all 37 domains.

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Sample project briefs

One real project per domain

Your briefs are AI-generated, grounded in recent industry context, and tuned to your level and career goal. These are representative of what you’ll be asked to build.

Marketing & Growth

Competitor analysis report using AI research tools

Finance & Accounting

Financial model for a D2C startup with AI sensitivity analysis

HR & People Operations

Competency framework redesign using AI benchmarking across 50 JDs

Data Science & Analytics

Customer churn prediction with AI-assisted EDA

Software Development

REST API design doc with AI code review and test coverage

UX & Product Design

User research synthesis using AI + wireframe critique

Law & Legal Research

Contract risk assessment memo using AI legal research tools

MBA / Business Strategy

Market entry analysis for a SaaS product using AI tools

Content & Copywriting

Full-funnel content strategy with AI persona research

Healthcare & Life Sciences

Drug interaction literature review with AI-assisted regulatory checklist

Entrepreneurship

Business plan for an AI-native product with market sizing

Graphic Design

Brand identity system with AI-generated mood board

Biotech / Life Sciences

Clinical trial data summary with AI-assisted visualisation

Teaching & Curriculum

AI-augmented course module for a skills gap topic

Hospitality Management

Guest-experience SOP with AI-driven sentiment analysis on reviews

Cloud & DevOps

Cloud cost optimisation audit with AI-generated recommendations

Cybersecurity

Threat modelling document for a fintech app

Video & Media Production

Short-form video script + storyboard using AI tools

Chemistry

Reaction characterisation report with AI literature synthesis

Environmental Science

Carbon footprint analysis with AI-modelled reduction scenarios

Agricultural Science

Crop-yield prediction model with AI-augmented climate scenario modelling

Regulatory Affairs

Regulatory pathway brief with AI-assisted clause extraction

Compliance Management

Compliance gap audit with AI-mapped controls

Journalism

Data journalism piece with AI-assisted research and fact-check

Psychology

Behavioural intervention case study with AI literature review

Social Work

Community needs assessment with AI-assisted resource mapping

Retail Management

Demand forecasting model with AI-generated inventory recommendations

Civil Engineering

Structural load analysis report with AI-assisted code-compliance check

Mechanical Engineering

Design-for-manufacturability report with AI-researched standards

Electrical Engineering

Power-system load study with AI-assisted code-compliance check

Electronics & Embedded Systems

Embedded firmware spec + datasheet review using AI tools

Chemical Engineering

Process optimisation memo with AI-generated efficiency benchmarks

Industrial Engineering & Manufacturing

Process efficiency study with AI-modelled line balancing

Automotive & EV Engineering

EV powertrain trade-off study with AI benchmarking

Aerospace Engineering

Aerodynamics trade study with AI-assisted analysis

Renewable Energy Engineering

Solar plant feasibility report with AI yield modelling

Biomedical Engineering

Medical device classification memo with AI regulatory research

Project Management

Project plan, schedule, and RAID log for a product launch using AI planning tools

Business Analytics

Executive KPI dashboard and insight narrative for a D2C P&L using AI + Power BI

Program Management

Multi-workstream program roadmap with AI-generated dependency and risk mapping

Product Management

Product requirements doc and roadmap for an AI feature with user-story mapping

Operations Management

Process-efficiency audit with AI-modelled SOP redesign and a KPI dashboard

Supply Chain Management

S&OP plan with AI-driven demand forecasting and logistics-cost optimisation

The proof employers receive

Sample placement report

A detailed, recruiter-grade evidence file documenting skill growth, project scores, and an AI Readiness Index. Download it as a PDF to see exactly what yours will look like.

A real placement report looks exactly like this
Sample
Nirmaan AI · Placement Report

Aarav S. (Sample)

Marketing & Growth · Practitioner

AI-augmented marketing analyst — built a competitor-intelligence workflow, a full-funnel content engine, and a paid-media efficiency model across three projects.

AI Readiness · Practitioner-ready
3
Projects
78/100
AI Readiness
11
Skills
6
AI tools
Sample credential
NAIPP-2025-MKT-0001
Verify at nirmaan.vasudhaiva.ai/verify
01

Executive summary

Over a 12-week Practitioner track, this participant moved from ad-hoc AI use to a repeatable, evidence-backed workflow — pairing structured prompting with human judgement to ship analyst-grade deliverables in a marketing context.

Each project was independently AI-reviewed against a role benchmark. The profile below documents what was built, the competencies demonstrated, and where the participant is positioned to grow next.

LinkedIn-ready summary — copy to your About section

I am an AI-augmented marketing practitioner who completed the Nirmaan AI Practitioner program with an AI Readiness Index of 78/100, building a competitor-intelligence workflow and a paid-media efficiency model projecting ~18% better blended spend efficiency. Open to AI-augmented marketing and growth roles.

02

Competencies vs. industry benchmark

AI-assisted research
84
Data analysis & synthesis
76
Prompt engineering
81
Communication & storytelling
79
Critical evaluation of AI output
73
This profile Industry benchmark
03

Project case studies

01

Competitor intelligence report

problem
A D2C skincare brand needed a fast, defensible read on five competitors ahead of a category launch.
approach
Used AI research tools to gather and cluster public signals, then hand-verified claims and built a positioning matrix with source citations.
impact
Delivered a 14-page brief with a prioritised set of three positioning gaps — reviewed at "exceeds benchmark" for research rigour.
PerplexityClaudeGoogle Sheets
02

Full-funnel content engine

problem
Inconsistent messaging across the funnel was diluting a launch campaign.
approach
Built AI personas from real review data, then mapped a TOFU→BOFU content plan with brand-voice guardrails and a human edit pass.
impact
Produced a 30-day calendar plus 12 ready-to-ship assets, each tied to a funnel stage and a measurable objective.
ChatGPTClaudeNotion
03

Paid-media efficiency model

problem
Spend was scaling faster than return with no clear view of marginal efficiency.
approach
Modelled channel-level CAC and incrementality scenarios with AI-assisted analysis, stress-testing assumptions against historicals.
impact
Surfaced two channels with diminishing returns and a reallocation scenario projecting ~18% better blended efficiency.
ClaudeExcel
04

Skills demonstrated

AI research workflowsCompetitive analysisPrompt designFunnel strategyBrand voice controlMarketing analyticsScenario modellingSource verificationData storytellingStakeholder briefsCampaign planning
05

ATS keyword index

The keywords recruiters and applicant-tracking systems scan for. Highlighted keywords appear in ≥30% of job descriptions for this domain.

SEOGoogle Analyticsmarketing analyticsperformance marketingcampaign managementcontent marketingA/B testingChatGPTHubSpotPerplexitycompetitive analysisfunnel strategyscenario modellingbrand voiceGoogle Adsstakeholder briefs
06

Strengths & growth areas

Strengths
  • Verifies AI output against primary sources before acting on it
  • Translates analysis into decisions a stakeholder can act on
  • Designs reusable prompt workflows, not one-off queries
Where to grow next
  • Deepen quantitative modelling with larger, messier datasets
  • Add experiment design (A/B) to validate recommendations
07

Roles this profile is building toward

Marketing AnalystGrowth AssociateContent StrategistAI-Augmented Marketing Specialist
“The work was genuinely usable — clear thinking, sourced claims, and a real point of view. This reads like an analyst, not a course graduate.”
— Sample reviewer endorsement
This is a sample — an example of what a participant earns, not a verified record. Real reports carry a unique credential ID verifiable at nirmaan.vasudhaiva.ai/verify.

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