Summary
Overview
Work History
Education
Skills
Websites
Certification
Timeline
Generic

Akshay Bankar

Pune

Summary

Data Scientist with 4+ years of experience executing data-driven solutions to increase efficiency, accuracy, and utility of internal data processing. Experienced at creating data regression models, using predictive data modeling, and analyzing data mining algorithms to deliver insights and implement action-oriented solutions to complex business problems. Seasoned Data Scientist with background in designing and implementing data-driven solutions for various business challenges. Experience includes predictive modeling, artificial intelligence, machine learning, and big data technologies. Strengths lie in strong analytical thinking, problem-solving skills, and ability to translate complex data into actionable insights. Previous work has resulted in significant improvements in decision-making processes and business performance.

Overview

4
4
years of professional experience
1
1
Certification

Work History

Senior Analyst - Data Science

Tiger Analytics
Hyderabad
03.2024 - Current
  • Developed forecast models using machine learning algorithms for online retailer.
  • Collaborated with cross-functional teams to define data requirements and objectives.
  • Developed predictive models using machine learning, natural language and statistical analysis methods.
  • Developed machine learning algorithms to predict customer churn rates.

Customer Service Insights Analyst

Etraveli Group
02.2023 - 08.2023
  • Building and Maintaining Predictive ML models for CSAT
  • Work with large data sets to extract insights, optimize performance, and identify opportunities for growth
  • Analyze trends in the market to identify new business opportunities
  • Work with diverse teams across the organization to build and monitor new and existing KPIs
  • Collaborate with business development teams to provide a data driven approach to establishing new partnerships
  • Use NLP/ Spacy to identify the root cause by performing text analytics on large datasets.
  • Monitoring dashboards on Qlik and analyze trends and patterns to solve complex business problems

Data Scientist

Tenet Technology
02.2021 - 01.2023
  • Data processing, cleaning and validating the integrity of data to be used for analytics
  • Data extraction using valuable data sources
  • Perform initial investigation and exploratory data analysis
  • Analyzing large amount of data to find patterns and solution
  • Build predictive machine learning models using algorithms like regression, tree based, boosting etc.
  • Develop econometric and statistical models for various problems including projections, classification, clustering, pattern analysis, sampling, simulations, and so forth.
  • Propose solutions and strategies to tackle complex business problems

Education

Masters In Engineering -

Savitribai Phule Pune University
01.2017

Bachelors In Engineering -

Shivaji University, Kolhapur
01.2015

Skills

  • Python PySpark MySQL Sci-kit Learn
  • Statistical Data Analysis
  • NumPy Pandas Matplotlib Seaborn Clustering
  • Supervised and Unsupervised ML
  • Machine Learning Model Building
  • Deep Learning NLP NLTK Spacy
  • GEN AI LLM's
  • Azure Databricks
  • MS Excel (Advanced) MS PowerPoint MS Word
  • Observation
  • Decision making
  • Good Communication
  • Multi-tasking

Certification

  • Certification Course in Python for Data Science by Cognitive Class. ai
  • Certification Course in SQL for Data Science by Great Learning
  • Certification course in Introduction to Natural Language Processing by Analytics Vidhya

Timeline

Senior Analyst - Data Science

Tiger Analytics
03.2024 - Current

Customer Service Insights Analyst

Etraveli Group
02.2023 - 08.2023

Data Scientist

Tenet Technology
02.2021 - 01.2023

Masters In Engineering -

Savitribai Phule Pune University

Bachelors In Engineering -

Shivaji University, Kolhapur

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Akshay Bankar