hafsa motiwala
@Hafsa Motiwala
Hafsa Motiwala
Data Analyst
About
MySQL Data Analyst building telemetry pipelines, predictive restocking engines, and full-funnel revenue audits.
Top Skills
MySQL
•
Python
•
PowerBI
Language & Tools
Data Processing & Warehousing: SQL (MySQL Server), Advanced DAX, Excel Power Pivot
Business Intelligence & Visualization: Power BI Desktop, UI/UX Dashboard Engineering
Technical Writing & Layouts: Markdown, Mermaid.js Documentation Architecture
Business Intelligence & Visualization: Power BI Desktop, UI/UX Dashboard Engineering
Technical Writing & Layouts: Markdown, Mermaid.js Documentation Architecture
Currently Exploring
Aviation & Logistics Data Infrastructure: Deep-diving into network telemetry, multi-leg delay cascade window mechanics, and mapping ICAO fuel-burn constants against transaction logs.
Production-Level System Normalization: Optimizing dynamic stream sanitation and handling upstream dirty logs inside local star schemas.
Production-Level System Normalization: Optimizing dynamic stream sanitation and handling upstream dirty logs inside local star schemas.
Achievements
Enterprise-Scale Pipeline Audits: Built a dual-warehouse ecosystem (AeroOps and LCC-Ops) auditing 500,000+ transaction rows, including a regional operational model for flynas that isolates hidden tarmac cash drains.
Data Analysis Certification — freeCodeCamp: Successfully completed comprehensive algorithmic and analytical data challenges to validate core database engineering practices.
Open Source Proof-of-Work: Designed, coded, and publicly published 5+ end-to-end repository codebases translating complex backend logic into executive-level UI applications.
Data Analysis Certification — freeCodeCamp: Successfully completed comprehensive algorithmic and analytical data challenges to validate core database engineering practices.
Open Source Proof-of-Work: Designed, coded, and publicly published 5+ end-to-end repository codebases translating complex backend logic into executive-level UI applications.
Fun Fact
I am completely self-taught. I don’t rely on traditional textbook tracks or static checklists, I learn systems by intentionally embedding myself into production-level challenges, reverse-engineering real-world logistics, and coding pipelines from my bedroom.
Contributions
Comments
- @[Nocklock] Honestly the best way of learning is through trial and err...Oct 01, 2026
- This is completely spot on. Building first and documenting after isn't...Sep 28, 2026
- Treating raw continuous audio as discrete tokens is such an elegant co...Sep 28, 2026
- Absolutely spot on. Python’s real power is how fast it lets you brid...Sep 28, 2026
- Every Platform comes with its perksSep 28, 2026
Articles
chevron_left