Open to Opportunities

Data Driven.
Business Focused.

I'm Arman, your friendly neighbourhood Business Analyst. I take messy, chaotic data and turn it into things that actually make sense (and save time) across Telecom, FMCG, and Sports Analytics. No fluff, just numbers that work.

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Professional Journey

Bridging the gap between "what does this spreadsheet even mean?" and "oh, that's brilliant."

Business Analyst

Mar 2026 - Apr 2026

ETG (EatAnytime)

  • Built a semi-automated Python & Power Query pipeline so no one has to do it manually ever again.
  • Cleaned up the DB operations, bumping data accuracy up by 75%.
  • Created reports that actually helped sales figure out their markdown trends.

MIS Exec / Customer Success BA

Apr 2025 - Mar 2026

Ideas to Impacts (Tata Communications)

  • Designed end-to-end Power BI dashboards that people actually enjoyed using.
  • Automated ETL workflows to deliver real-time data to executives.
  • Caught anomalies before they became problems, helping drop churn by 30%.

Sports Analyst

Sep 2024 - Dec 2024

Intelldetect

  • Took deeply chaotic raw datasets and actually made them usable (reliability >50%).
  • Crunched match performance trends to back up real-world tactics with cold, hard numbers.

Data Researcher Intern

Apr 2024 - Aug 2024

Collegedunia.com

  • Handled heavy data collection and verification, keeping accuracy at a solid 90%.
  • Helped guide a 3-person team so we could all finish our reporting a lot faster.

Featured Projects

Cool stuff I've built. Mostly so I don't have to do the same manual work twice.

Python / SQL

Urban Mobility & Fleet Yield Pipeline

Built a Python ETL pipeline for NYC TLC Data because nobody has time for slow queries.

The Fix Scrubbed and bulk-loaded 250k rows into SQL Server in under 2.5 minutes using PyODBC.
The Result Pinpointed the most profitable corridors and supply-demand gaps using actual math, not guesswork.
View on GitHub
Sports Analytics

Real Madrid 23-24 Season Breakdown

Proving football theories with actual data instead of just arguing on Twitter.

The Dig Mapped out over 3,600 individual touches and progressive carries to see what was really happening on the pitch.
The Findings Caught Jude Bellingham overperforming his xG by +9, and mapped out exactly why the defense gets shaky right after international breaks.
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Business Strategy

Customer Sales & Financial Deep-Dive

Finding where the money was leaking, and fixing it.

The Win Spotted operational gaps that, when closed, boosted profitability margins heavily and brought forecast deviations down to under 1%.
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Python / Scraping

SofaScore Web Scraper

Wrote a bot to automatically yank raw sports data straight out of SofaScore. Formats it cleanly so I can plug it right into my models without losing my mind formatting Excel sheets.

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Live Interactive Playground

FootStats Made Simple

Why just read about my work when you can play with it? I embedded my fully interactive Streamlit application right here so you can geek out over the stats yourself.

Works best on desktop, but perfectly responsive.

Dashboard Gallery

Because executives like pretty charts, and I like making them.

Paralympics Dashboard

Paralympics Analytics

Power BI

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 Sales Dashboard

Sales Dashboard

Business Intelligence

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 HR Analysis Dashboard

HR Attrition Report

KPI Tracking

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 Real Madrid Analysis

RM 23-24 Tactics

Sports Analytics

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 Uber Mobility Supply Chain

Uber Fleet Yield

Operations Tracking

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Let's talk data.

Or football. Or both. Whether you need your pipelines optimized, some KPIs figured out, or just a really good Power BI dashboard, my inbox is always open.

armaanmulla7781@gmail.com LinkedIn Book a Call