---
title: "Aftab Abbas - Business Analyst in Bengaluru | Tal"
description: "Meet Aftab Abbas, Data Analyst | Tredence | Business Insights & Customer Analytics | SQL, Snowflake, Tableau, ETL & Data Engineering | Building Scalable Data Solutions & Dashboards, Turning Complex Data into Decisions| 3+ Years Experience based in Bengaluru. AI stack includes claude, gemini, and gr..."
image: "https://tal.club/meet/aftab-abbas/share-image"
---

# Aftab Abbas on Tal

## Headline

Data Analyst \| Tredence \| Business Insights & Customer Analytics \| SQL, Snowflake, Tableau, ETL & Data Engineering \| Building Scalable Data Solutions & Dashboards, Turning Complex Data into Decisions\| 3\+ Years Experience

## About

I don't just build dashboards — I build the data foundation behind them\. I've spent the last 3\+ years inside data — and I'm still not tired of the moment when a messy CSV becomes a decision that moves a business\. As a Data Analyst at Tredence Analytics, I work at the intersection of engineering and insight\. I build the pipelines that bring data together, and the dashboards that make it mean something \- worked for clients in CPG, Retail, and Travel & Hospitality\. A few things I'm proud of: → Cut dashboard load time by 30% through query optimization and smart data modelling in Snowflake → Eliminated 35% of data discrepancies by redesigning ETL pipelines in Azure Data Factory and Databricks → Built unified CRM push\-notification pipelines serving millions of customer records using PySpark My stack: SQL · Snowflake · Databricks · PySpark · Tableau · Power BI · Azure Data Factory · BigQuery · Airflow · Python I hold three certifications: Snowflake SnowPro Core, Databricks Data Engineer Associate, and Microsoft Power BI \-not because I collect badges, but because I like knowing the tools deeply\. What I'm looking for next: A Senior Data Analyst or Analytics Consultant role where I can own end\-to\-end analytics — from raw data to board\-level insight\. I thrive in ambiguous, fast\-moving environments where the question changes before the answer is ready\. If you're building a data practice in CPG, Retail, or Travel \- or if you want someone who can translate data engineering into business value \- let's talk\. 📩 Reach me at: aftab1400@gmail\.com \| Open to: Bengaluru, hybrid, and remote opportunities

## Location

Bengaluru

## AI stack

claude

gemini

grok

n8n

ChatGPT

## Work experience

Business Analyst at Tredence Inc\., Mar 2023 \- Present · 3 yrs 7 mos, Bengaluru, Karnataka, India, \- Redesigned ETL pipelines in Azure Data Factory and Databricks, eliminating 35% of data discrepancies across CPG client datasets and reducing downstream reporting errors for a team of 12 stakeholders\. \- Optimized Snowflake data models and Tableau dashboard queries, cutting average load time by 30% and enabling daily self\-serve reporting for non\-technical business users\. \- Built unified CRM push\-notification opt\-in tables in PySpark under a structured schema, consolidating 5\+ fragmented data sources into a single source of truth for customer segmentation\. \- Developed customer analytics solutions across CPG, Retail, and Travel & Hospitality verticals — translating raw transactional data into loyalty, churn, and campaign performance insights for senior client stakeholders\. \- Automated data ingestion workflows using Apache Airflow and BigQuery, reducing manual data prep time by \~40% and freeing analyst bandwidth for insight generation\.

ML Intern at Nano robotics Embed Technologies, Sep 2021 \- Oct 2021 · 2 mos, Bengaluru, Karnataka, India, Hands on development and troubleshooting with Machine Learning algorithms\. Exploring various libraries in python and learning functions in python\. Data collection and data analysis using NumPy, Pandas, Matplotlib\.

## Education

Data Analytics, Great learning

Bachelor of Engineering \- BE, Electronics and Communication Engineering, KNS Institute Of Technology

[View the original profile](https://tal.club/meet/aftab-abbas)

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