I diagnose ambiguous business and workflow problems, structure evidence, design practical strategies and operating improvements, and support implementation and adoption. My evidence includes partner and commercial problem-solving at Zalando SE, a redesigned research operation at PitchBook Data, four ESCP consulting engagements, and an independent client practice. I hold an MSc in Digital Project Management & Consulting from ESCP Business School.
Status: Available for full-time consulting roles. Based in Mumbai, India | Open to Relocation.
Strategy and business transformation, with a customer and commercial focus
I work the same way on every problem, whatever the job title above it has been: diagnose what is actually wrong, structure the evidence, design the way forward, and equip the people who have to execute it.
At Zalando SE I independently diagnosed and resolved 40+ partner-operation cases in Salesforce across a senior-owned portfolio of European fashion brands, analysed GMV, NMV and pricing performance in MicroStrategy, and coordinated Legal, Finance, IT and Partner Care to clear the blockers. At PitchBook Data I found the research workflow was the constraint on delivery, redesigned it with AI-assisted steps and quality controls, and halved turnaround from 48 to 24 hours while raising monthly coverage from 270+ to 300+ companies. AI is a supporting capability here, not a claim of independent production engineering.
Consulting engagements, commercial analysis, client advisory and cross-functional delivery
Independent Practice
Zalando SE
ESCP Business School Ā· Part time
Harvard Project for Asian and International Relations
Outlier.AI Ā· Remote contract
World Business Forum Madrid
PitchBook Data - Morningstar
NestlƩ
Infra.Market
IIFL Securities
Personal prototypes and research systems built with extensive AI assistance. I owned the problem framing, requirements, testing and human decision points; these are not presented as independently engineered production systems or verified client deployments.
An AI-assisted personal prototype for exploring macroeconomic signals, source links, risk scoring and structured CFO briefings. It demonstrates problem framing and evaluation logic; no external-user or client outcome is claimed.
A personal paper-trading research system for testing market-data handling, rule-based entries, simulated execution and risk controls across multiple asset classes. It does not trade client funds and is not evidence of profitability.
An AI-assisted implementation prototype translating a static React storefront into Shopify OS 2.0 theme structures. The work sample demonstrates requirements decisions, packaging tests and acceptance review rather than client delivery.
A local opportunity-intelligence and application-preparation workflow with transparent fit, evidence and human-approval gates. I acted as product owner, requirements decision-maker, evaluator and acceptance tester with AI coding support.
A personal Telegram workflow experiment using serverless functions and web-grounded model outputs to explore financial briefing delivery and source review.
An n8n and API experiment for collecting competitor signals and drafting review-ready summaries.
A personal multi-source aggregation experiment for drafting a consolidated morning markets brief.
A personal workflow experiment for drafting, reviewing and scheduling professional content.
A personal email-triggered experiment for centralizing application records and follow-up reminders.
AI assistance accelerates research, drafting and prototyping. The human decision remains responsible for the problem definition, evidence boundary, acceptance test and approval to use or scale the output.
Start with the user, workflow and decision. Separate verified evidence from assumptions before selecting a tool.
Use AI assistance to explore a lean path, then test expected, edge and failure cases against explicit acceptance criteria.
A person reviews the output, owns the decision and measures the result before any broader use is claimed.
ESCP team projects; all financial and operational figures below are modelled or projected, not realised client outcomes
Contributed to a team ROI model for an AI-enabled Salesforce CRM programme projecting approximately ā¬1.6B net benefit across 45M customers.
Co-designed a team strategy for AI-assisted trend activation, projecting a 14% inventory-turnover improvement across 7,000+ stores.
Contributed to team go-to-market and pricing analysis for a consent-based advertising concept modelling approximately ā¬29M in annual savings.
Co-designed an AI-assisted deal-scoring workflow using Salesforce and Power Automate, projecting a 50% reduction in decision time.
Current evidence-backed capabilities and explicitly bounded tool exposure
An in-depth qualitative study investigating how unrelenting economic pressures (like a 40-50% rent burden) and flexible hybrid work models are fundamentally reshaping corporate loyalty among Gen Z professionals. Research explores the shift from traditional commitment to portfolio careers and performance-based loyalty.
Thesis PresentationContinuous learning with high-velocity, compounding practice
Selected completed credentials aligned with consulting, business transformation and implementation
Google Project Management
Google Career Certificates
McKinsey Forward
McKinsey.org
Certification of Capability in Business Analysis (CCBAĀ®)
SkillUp by Simplilearn Ā· Course completion
CS50 (HarvardX)
Harvard University
Business Intelligence
Corporate Finance Institute
HubSpot Inbound Marketing Certification
HubSpot Academy
Selected completed credentials are shown above. Additional learning history is available on View all on LinkedIn.
Project highlights and professional moments
Sharing insights on AI, automation, and strategy
A visual record drawn from approximately 24 interview processes since 2024. Logos indicate process participation, not employment, endorsement or a current active pipeline.
Available for full-time consulting roles across strategy and business transformation, customer and commercial transformation, business analysis and strategy and operations. Open to relocation globally for the right opportunity.
