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