Assistant Manager · Landmark Group · Dubai

Rohan
Singh

I turn  messy data  into decisions.

Analytics Specialist at Landmark Group, Dubai — working at the intersection of retail operations, data systems, and AI automation. If it's repetitive, I automate it. If it's complex, I find the signal. If it involves a spreadsheet, I've already written the SQL.

Impact Overview Live Stats
Churn −22%
Revenue +20%
Delays −25%
Reports −35%
Freight −18%
Q4 +15%
Churn Rev Delays Reports Freight Q4
−18%
Logistics Cost
Air freight routing
−25%
Shipment Delays
GCC compliance
−35%
Manual Work
Report automation
+20%
Revenue Back
KPI-driven recovery
0Logistics cost cut
0Delays eliminated
0Manual time saved
0Revenue recovered
SQLPower BI PythonLLM Agents Retail OpsGCC Compliance Demand PlanningAI Automation GRN ReconciliationTableau Financial ModelingNPS Analysis Air Freight OptimizationNo-Code Tools SQLPower BI PythonLLM Agents Retail OpsGCC Compliance Demand PlanningAI Automation GRN ReconciliationTableau Financial ModelingNPS Analysis Air Freight OptimizationNo-Code Tools
Areas of Focus

What I
actually do

01
📊
Retail Operations Analytics

Turning 10,000-row exports into one-line answers that a director can act on before their coffee gets cold. Air freight routing, GCC compliance, inventory patterns — I find the signal in the noise.

SQLPower BI Air FreightGCC Compliance
02
🤖
AI Tools & Automation

Building LLM-powered agents that handle tasks nobody wants to do manually — compliance checks, GRN reconciliation, report generation. If it's repetitive, it deserves to be automated out of existence.

LLM AgentsNo-Code PythonAPIs
03
📈
Data → Strategy → Products

Data is the start, never the finish. I translate analysis into strategic moves — reducing client churn, recovering revenue, or building dashboards that people actually click on Monday mornings.

TableauNPS Analysis Financial ModelsSaaS
Results

The wins.
With receipts.

Every number below is from a real dataset, a real decision, and a real person who had to act on it. No simulations. No projections. Just what happened.

Landmark Group
−18%
0%
Logistics cost reduction
Optimized air freight routing via data analysis across key product lines
Landmark Group
−25%
0%
Fewer shipment delays
GCC import/export compliance analysis — avoided regulatory penalties
Landmark Group
−35%
0%
Manual prep time cut
Automated weekly operational reports using no-code tools
04
Client churn reduced from 18% → 14%
Collegedunia · Analyzed 10K+ NPS responses, isolated top 3 dissatisfaction drivers
−22%
05
Projected revenue recovered via KPI analysis
Collegedunia · Pinpointed under-engaged accounts, instituted outreach cadences
+20%
06
Q4 revenue: ₹10Cr → ₹12Cr
Collegedunia · ~₹2 Crore incremental contribution in a single quarter
+15%
Career

Where I've
been building

Landmark Group · Dubai Assistant Manager Aug 2025 → Present
airo · Co-Founder Breathing easier, one room at a time Jan 2025 → Present
Collegedunia Business Analyst Sep 2024 → Jan 2025
BCG Simulation Strategy Jul 2024
Landmark Group · Dubai 🇦🇪
Assistant Manager
↑ Promoted from Senior Executive in 3 months
📅 Aug 2025 → Present 📍 On-site, Dubai
  • Retail operations analytics across one of the GCC's largest retail ecosystems
  • Optimized air freight routing — cut logistics expenses by 18% on key product lines
  • GCC import/export compliance analysis — reduced shipment delays by 25%, dodged regulatory penalties
  • Automated weekly performance reports with no-code tools — gave 35% of that time back to the team
🤖 Currently piloting: LLM agents for automated compliance checks & GRN reconciliation
SQL / Analytics
Power BI
GCC Operations
airo · Co-Founder
We sold clean air.
CleanTech · India 🇮🇳
📅 Jan 2025 → Present 📍 India → China → Back to India
  • Co-founded airo — a compact, affordable air purifier brand built for the 1.4 billion people breathing some of the world's most hazardous air
  • India's AQI regularly hits "Severe" — the kind of air that shortens lives, triggers asthma, and keeps kids indoors. We decided to do something about it
  • Spotted the gap: existing purifiers were either overpriced for the average Indian household or oversized for Indian room sizes. airo was built to fix both
  • Managed the full supply chain — sourcing and manufacturing in China, quality checks, import logistics, and last-mile delivery into the Indian market
  • Built the brand from zero: name, identity, packaging, messaging — everything designed to feel premium without the premium price tag
  • Led go-to-market execution: product launch, pricing strategy, channel selection, and early customer acquisition
🌬️ The pitch was simple: clean air shouldn't be a privilege. India's air quality crisis is a public health emergency — airo was our bet that the mass market deserved a real solution, not a compromise.
Collegedunia · Gurugram 🇮🇳
Business Analyst
Central Team
📅 Sep 2024 → Jan 2025 📍 On-site, Gurugram
  • Reduced client churn by 22% — from 18% to 14% — by overhauling the NPS process
  • Analyzed 10K+ survey responses to isolate the real 3 drivers of dissatisfaction (spoiler: it wasn't the price)
  • Recovered 20% of projected revenue by diagnosing under-engaged accounts via meeting/visit KPIs
  • Drove ₹2 Crore incremental Q4 revenue — ₹10Cr to ₹12Cr in one quarter
🎯 First time experiencing how fast analysis moves a business metric when leadership actually listens
Boston Consulting Group (BCG)
Strategy Consulting
Job Simulation
📅 Jul 2024
  • Diagnosed root causes of a 15% profit decline in a telecom client via market & business metrics
  • Built Excel-based financial model projecting 20% profit recovery path
  • Delivered data-driven strategic recommendations in BCG's case framework
Toolkit

Built from
real work

Competency Map
Certifications & Education
🏛
Financial Markets — With Honors
Yale University · Mar 2024
🔍
Google Data Analytics Specialization
Google · Dec 2023
🎓
B.Tech — Delhi Technological University
Delhi Technological University · 2020–2024
📐
Mathematics & Statistics
Kirori Mal College, University of Delhi
🏆
CBSE Academic Scholarship for Excellence
Merit-based · Class VI–XII
Writing

Things I think
about at 11 pm

Retail Ops
Why every supply chain problem is secretly a data problem

You think you have a stockout problem. You actually have a signal latency problem. Once you see this once, you see it everywhere.

↗
AI & Automation
The honest truth about building LLM agents for operations

They're impressive in demos. The hard part is making them reliable enough that a supply chain manager trusts them at 6am on a Monday.

↗
Career
From Delhi to Dubai: what actually changes when the market does

GCC retail operates on different rhythms. Same fundamental truth though: data is only useful if someone acts on it before the moment passes.

↗
Finance
What Yale's Financial Markets taught me beyond the models

The most useful thing wasn't CAPM. It was learning to think in probabilities — a mindset that transfers weirdly well to ops analytics.

↗
Operations
Automating compliance is actually the most fun part

Nobody gets excited about GRN reconciliation. Until you build something that does it automatically — then suddenly everyone wants to see the demo.

↗
Data
A Power BI dashboard nobody uses is expensive wallpaper

The hardest part of analytics isn't the SQL. It's building something people actually open. Here's what makes dashboards get used.

↗
Journey

How I got
here

2025
Assistant Manager
Landmark Group · Dubai

Promoted in 3 months. Building AI automation pipelines alongside core analytics work. Living the "spreadsheet to shop floor" life in the GCC.

2025
Joined Landmark Group · Senior Exec
Dubai 🇦🇪

Moved from India to the GCC. Entered one of the region's largest retail ecosystems. The scale was the adjustment — everything else was just analysis.

2025
Co-Founded airo
Air Purifier Startup · India

Launched a compact, affordable air purifier brand for Indian households. India's worsening AQI and respiratory health crisis was the problem. airo was the answer.

2024
Business Analyst
Collegedunia · Gurugram

Reduced churn, recovered revenue, drove Q4 growth. First time seeing how fast good analysis moves a business metric when leadership listens.

2024
Graduated · B.Tech
Delhi Technological University

Graduated with a degree in Technology. Additionally completed the Google Data Analytics Specialization and Yale Financial Markets (With Honors) during this time.

Don't be a stranger.

Let's
Talk.

Whether you're building something with AI, working in retail operations, or want to debate the best way to structure a Power BI dashboard — I'm here for it.