Summary
Overview
Work History
Education
Skills
Websites
Accomplishments
Projects
Timeline
Generic

MANALI SAWANT

Summary

Information Technology and Services professional with 4 years of experience in Data Science & Analytics. Highly skilled Data Analyst with experience and knowledge in Data Mining & Modelling, Analysis, Statistical Modeling, Data Visualization, Machine learning & model optimization. Constantly seeking and learning new technologies, exhibiting a creative approach towards devising solutions to problems, data-driven decision-making support to business and strong data interpretation skills are my core competencies.

Overview

9
9
years of professional experience

Work History

Business Intelligence Analyst III

Apple Inc
Austin
07.2022 - Current

Data Analyst (Product & Marketing Analytics)

Edelman Financial Engines
DC
08.2021 - 07.2022
  • Created KPIs to analyze & monitor trends in user behavior and product metrics by processing data in SQL and exploratory data analysis in Python (Pandas, NumPy).
  • Increase MoM retention rate from 11% to 23% by conducting cohort analysis.
  • Produced a customer propensity model for financial planning product to increase MoM customer conversion by 5%(avg) and decreasing the CAC by 20%.

Associate Data Analyst

Comscore
Reston
09.2019 - 06.2021
  • Optimized data extraction process by writing complex SQL procedures in different databases for monthly data reports. Created charts & dashboards in LookerML & Tableau to visualize user behavior in the digital space.
  • Data modeling in Python to perform predictive and statistical analysis to support product, sales & marketing teams in decision making and problem solving.
  • Built ML models for determining dynamic pricing of products using regression analysis. Provided insights & recommendations to product & sales teams using classification and regression type ML to study user behavior.
  • Conducted custom analysis on digital user behavior for multi-platform data (PC, Mobile, OTT & TV) by developing metrics for clients to better understand their audience and providing insights across demographics and industries.
  • Conducted A/B testing to understand user preference (KPI) for measuring important metrics determining product feature update impact.

Sales Application Data Analyst Co-Op

MFS Investment Management
Boston
06.2018 - 12.2018
  • Extracted, integrated, and summarized data using SQL for ad hoc requests by business leading to strategic decision support.
  • Performed quantitative analysis of extracted sales and assets data building statistical model and training it in Python for sales index research increasing the targeted sales by 15%.
  • Assisted Finance team in forecasting stock prices by building time series model ARIMA to effectively maximize revenue in portfolio management.

Business Analyst (Market Research)

Cedar Management Consulting LLC
Mumbai
10.2016 - 06.2017
  • Developed financial market reports using SQL queries to extract data & analyze market portfolios for major banking client.
  • Demonstrated strong analytical skills applying EDA in Python to analyze data & develop solution for maximizing profits for the client business.
  • Exhibited statistical modelling and interpretation skills using R, Rshiny to build sales models for analysis of sales of the firm increasing it by 17%.
  • Worked on Google Analytics to study company website and prepare status dashboards in Tableau and PowerBI to support website analysis.

Education

M.S - Project Management (Data Analytics)

Northeastern University
Boston, MA, USA

Bachelor of Science - Chemistry

Mumbai University
Mumbai, India

Skills

  • SQL
  • Python
  • Bash
  • Tableau
  • Airflow
  • BigQuery
  • Data Mining & Modelling
  • Analysis
  • Statistical Modeling
  • Data Visualization
  • Machine learning & model optimization
  • Data-driven decision-making
  • Data interpretation
  • Statistical analysis
  • Customer analytics
  • Market analysis
  • A/B testing
  • Predictive modeling
  • Data visualization
  • Problem solving
  • Effective communication
  • Critical thinking

Accomplishments

HackHarvard Hackathon, Harvard University, Successfully created a live 'chatbot' in the library WebApp using MS Azure in Node.js. Won 3rd prize ($500) for implementing Azure and blockchain technology (ripple) together in a WebApp.

Projects

Product Features Likelihood Analysis, 02/01/19, Conducted predictive analysis on ecommerce data using Python. Performed data scraping, exploratory data analysis, feature engineering. Optimized various algorithm models such as Logistic Regression, Random Forest, Decision Trees, Naïve Bayes, KNN for predicting likelihood of customers purchasing decision. Applied hyperparameter tuning technique to improve the accuracy of my models.

Timeline

Business Intelligence Analyst III

Apple Inc
07.2022 - Current

Data Analyst (Product & Marketing Analytics)

Edelman Financial Engines
08.2021 - 07.2022

Associate Data Analyst

Comscore
09.2019 - 06.2021

Sales Application Data Analyst Co-Op

MFS Investment Management
06.2018 - 12.2018

Business Analyst (Market Research)

Cedar Management Consulting LLC
10.2016 - 06.2017

M.S - Project Management (Data Analytics)

Northeastern University

Bachelor of Science - Chemistry

Mumbai University

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