Business Analytics Leader · Consumer Internet & Commerce
Sandip Dogra
I build analytics functions that move the P&L — governed self-serve platforms, AI-native analytics and teams that turn data into decisions.
Currently Senior Analytics Manager at Porter · previously Zepto, Meesho, Skylo, Ola
Experience at PorterZeptoMeeshoSkyloOla
Impact
Outcomes, not just dashboards
A track record of analytics that changed how companies decide, measured in time saved, revenue and risk.
- Years in analytics & BI
- 12+
- Largest analytics team built & led
- 26
- Users on a BI platform I scaled
- 1,500+
- KPIs unified into one source of truth
- 270+
- SQL-to-insight time after self-serve rollout
- 4d → 2h
- Ad-hoc report requests
- −90%
Expertise
What I bring to an analytics function
End-to-end ownership: platform, insight and team.
Strategy & Leadership
Analytics strategy tied to the P&L, and teams built to deliver it.
- Data & BI strategy
- P&L-linked analytics
- Team building & capability frameworks
- Executive stakeholder management
Platform & Governance
One version of the truth that the whole company can self-serve from.
- Self-serve enablement
- Metric store & semantic layers
- Data governance, MDM & catalogue
- ETL & warehousing
Growth & Unit Economics
Pricing, supply and customer analytics that change business outcomes.
- Pricing analytics
- Unit economics
- Forecasting
- Risk & fraud
Product & Experimentation
Teams ship and measure on evidence, not opinion.
- Product analytics
- Event instrumentation
- A/B testing frameworks
- Funnel & retention analytics
AI-Native Analytics
LLM agents grounded in governed metrics, not raw tables.
- AI-first function design
- MCP / LLM-agent integration
- Metric store & KPI standardization
- Conversational self-serve
Porter
How a Metric Store and Semantic Reporting Layer cut SQL-to-insight from 4 days to 2 hours and reduced ad-hoc report requests by 90%.
- SQL-to-insight time
- 4d → 2h
- Dashboard build time
- 7d → 2d
- Ad-hoc report requests
- −90%
Porter
Connecting LLM agents to a governed metric store through the Model Context Protocol so teams can self-serve analytics conversationally.
Porter
Forecasting, a supply-performance score and risk analytics that lifted Fulfillment Rate by 4% and cut Tickets per Order from 4 to 0.6.
- Fulfillment Rate
- +4%
- Tickets per Order
- 4 → 0.6
- Porter Prime adoption
- Company-wide
Career
Career snapshot
From ride-sharing to quick commerce and logistics, scaling analytics in hyper-growth companies.
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Senior Analytics Manager · Porter
Sep 2023 – Present Logistics & Mobility · B2B/B2C
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Senior Data Officer · Zepto
Nov 2021 – Sep 2023 Quick Commerce · B2C
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Business Analyst & BSS Manager – Sales & ERP · Skylo
Mar 2021 – Nov 2021 NB-IoT, Satellite Communication · B2B
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Associate Manager, Business Intelligence – Category & Monetization · Meesho
Feb 2020 – Mar 2021 E-Commerce, Reselling · B2B2C
Full experience
Building or scaling an analytics function?
Happy to talk analytics leadership, self-serve data platforms and AI-native analytics.