Swati Bandil

About Swati Bandil

With total 5.5 years of experience in Finance and Analytics domain working as senior Data Analyst, Also upscaled myself with Data Scientist & Machine Learning certification by KPMG Prodegree Data Scientist & ML Certification with live industry projects.

Experience

1. Senior Data Analyst

   HiveMinds

   Feb 2022 — Present · Bengaluru, IN

   Proficient in writing SQL queries to retrieve, manipulate, and analyse data from large databases.• Skilled in database design, data modelling, and data normalization to ensure data integrity and optimize query performance.• Utilize advanced SQL skills to analyse complex data sets and provide actionable insights for business stakeholders, resulting in improved decision-making processes.• Implemented a complex ensemble learning algorithm for lead scoring, utilizing advanced techniques such as boosting, bagging, and stacking to improve model accuracy and reduce bias.• Successfully integrated various models with complex business logic using Django Framework and Streamlit library in Python, while optimizing code for scalability and performance.• Worked on mage recognition techniques such as object detection and segmentation to evaluate the click-through rate (CTR) on creatives, leveraging the Google Vision API.• Conducted sentiment analysis on large volumes of unstructured text data from diverse sources such as social media, news articles, and blogs.• created web scraping pipelines using Selenium and SERPAPI.• Experience with data visualization tools such as Tableau or Power BI to create interactive dashboards and reports for business users.• Worked on the GCP platform, utilizing advanced services such as Google BigQuery, Vision API and AutoML to build scalable and cost-effective data solutions for various projects.

Education

• Jiwaji University

  Bachelor of Science (B.Sc.), mathamatics

  2011 — 2013

• Imarticus Learning

  KPMG Data Scientist Prodegree, , Data science

• Banasthali University

  Master of Business Administration (M.B.A.), finance

  2014 — 2016

Skills

• Powerpoint
• Microsoft Excel
• Microsoft Office
• Stock Market
• Portfolio Management
• Management
• Financial Modeling
• Retail Banking
• Banking
• Team Management
• Customer Service
• Microsoft Word
• Desktop Publishing