
Sparsh Agarwal
Analyst with experience across banking, e-commerce and CRM, turning data into business decisions.
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About
Operations and marketing analytics professional with experience across banking, e-commerce and CRM. Skilled in requirements gathering, process improvement, SQL, Advanced Excel and Power BI. Delivered a 135% improvement in campaign ROAS for an Amazon client and supported multi-crore new business acquisition at ICICI Bank.
Experience
Consultant – Amazon Account Manager at Ad Profit — Amazon advertising agency (2026-01 – 2026-05)
- Conducted e-commerce competitor research for an Amazon advertising client — built a structured competitor tracking sheet covering keyword positioning, pricing strategy, and creative angles across 10+ competing ASINs, with weekly updates shared as actionable briefs.
- Analyzed campaign performance data and identified optimization opportunities, driving a 135% improvement in ROAS and increasing account profitability from 0.98 to 2.30 within one month.
Deputy Manager – Business Banking at ICICI Bank Limited (2025-07 – 2026-01)
- Gathered client requirements and coordinated with credit, legal, and operations teams to structure business banking solutions, supporting multi-crore (INR) new business acquisition across 5 key clients.
- Analyzed transaction workflows across Credit, Legal, and Operations functions, identified documentation bottlenecks, and standardized handoff processes — reducing turnaround delays and repeat information requests.
Marketing & CRM Intern at Casita – Your Student Home (2024-05 – 2024-06)
- Conducted stakeholder discussions to gather CRM and marketing requirements, translating findings into operational recommendations that improved campaign effectiveness by 15%.
- Synthesized qualitative interview data and market signals into structured research briefs, enabling the marketing team to prioritize outreach by segment and buying intent.
Marketing Intern at Safe Securities Inc. (2022-06 – 2022-08)
- Analyzed and redesigned the client unsubscription workflow to close compliance gaps; validated solution accuracy through structured testing, reducing Salesforce data errors by 20%.
- Audited and cleaned marketing datasets in Salesforce, producing a verified, segmented contact base used to improve targeting accuracy and serve as the baseline for campaign planning.
AI Research Fellow — Project SEAL at Handshake AI — paid, task-based fellowship program (2026-07 – 2026-08)
- Completed paid, task-based assignments designing adversarial multi-hop research prompts to stress-test frontier language models, using SEC filings, federal regulatory archives and government publications.
- Evaluated model outputs against source documents, classified failure modes, and applied structured reviewer calibration standards across legal, healthcare, business, and geography domains.
Education
PGDM – Jaipuria Institute of Management, Noida (2023 – 2025)
BBA – Jaypee Business School, Noida (2020 – 2023)


