---
title: "Ayesha Firdaus - Data Science Trainee in Greater Bengaluru Area | Tal"
description: "Meet Ayesha Firdaus, Data Analyst · SQL, Python & Power BI · Building analytics and ML systems based in Greater Bengaluru Area. AI stack includes gemini, hugging face, and langchain."
image: "https://tal.club/meet/ayesha-10/share-image"
---

# Ayesha Firdaus on Tal

## Headline

Data Analyst · SQL, Python & Power BI · Building analytics and ML systems

## About

I build analytics systems that answer real business questions — not just dashboards, but end\-to\-end pipelines from raw data to decisions\. My project work spans fraud detection, dynamic pricing, demand forecasting, and marketing analytics\. A few highlights: → Quantified ₹380M in fraud exposure across 44K\+ transactions using SQL, XGBoost, and Power BI → Built a dynamic pricing engine delivering \+12\.7% revenue uplift \(₹1\.45M annualised\) with 3\.1% forecast error → Predicted customer channel affinity using 140\+ engineered features — 2\.3× lift over random baseline → Diagnosed a supply chain holding inventory at 23× actual demand, with actionable reduction recommendations Before this, I worked as an MSAT Intern at Syngene International, where I improved manufacturing batch success rates from \~90% to 98% through structured data analysis in a regulated healthcare environment\. I'm currently completing an Advanced Certification in Data Science \(AnalytixLabs & IIT Guwahati\), covering machine learning, MLOps, and analytics\. Tools I work with: Tools I work with: SQL · Python \(Scikit\-learn, LightGBM, Pandas\) · Power BI · Excel Open to Data Analyst and Analytics roles in Bengaluru\. 📁 Portfolio: https://ayesha0017\.github\.io/

## Location

Greater Bengaluru Area

## AI stack

gemini

hugging face

langchain

openai

## Work experience

Data Science Trainee at AnalytixLabs, Aug 2025 \- Present · 11 mos, Bengaluru South, Karnataka, India, Pursuing Advanced Certification in Data Science \(ACDS\) through AnalytixLabs & E&ICT Academy, IIT Guwahati\. • Training in SQL, Python, Statistics, Machine Learning, Deep Learning, NLP, Data Visualization, MLOps, and Generative AI • Completed hands\-on case studies and projects in customer analytics, forecasting, optimization, and predictive modeling • Applied concepts across end\-to\-end analytics workflows including data extraction, feature engineering, model development, evaluation, and deployment

Intern at Syngene International Limited, Sep 2024 \- May 2025 · 9 mos, Bangalore Urban, Karnataka, India

## Education

MSc\. Integrated Biotechnology, Vellore Institute of Technology

St\.Claret Pre\-university Bangalore

[View the original profile](https://tal.club/meet/ayesha-10)

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