Purva Munghate
Summary
Self-motivated Data Analyst offering 4+ years of leadership experience across various industries. Methodical with significant experience in data mining,data engineering and statistical analysis. Excellent problem-solver with history automating processes and driving operational enhancements.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Data Scientist
Transvision AML Solutions
Bangalore
2023.07 - Current
- As a Data Scientist and Managing a team of 5, I spearheaded the creation of an Anti Money Laundering (AML) tool tailored for both small- and large-scale banks.
- This included architecting a Client Lifecycle Management solution encompassing KYC, Client Onboarding, and Transaction Monitoring, fortified with AI-ML models to detect potential money laundering scenarios.
- Our comprehensive product also features Suspicious Activity Tracking, bolstering banks' ability to identify illicit financial activities.
- Additionally, I led the development of a robust Reporting tool covering Customer Risk Rating (CRR), Currency Transaction Reporting (CTR), and monitoring of Sanctioned Individuals and Politically Exposed Persons (PEPs).
Decision Scientist Consultant
Fractal Analytics
Bangalore
2021.10 - 2023.05
- Worked in the capacity of decision scientist consultant in CPG and Financial Services
- We created a reporting tool end to end for Pet Nutrition sales of 4 Million$ across the USA for our client
- I worked as a part of a team which handled backend work like data cleaning, processing and managing tables, creating pipelines in Data Lake with 20+KPIs
- We helped our clients to combine 7-8 data sources across different channels to create a streamline process to load, transform and store sales data of around 10 Million + rows and 25+KPIs to be used in Power BI dashboarding
- We helped our clients to draw and report insights on a daily/weekly/monthly basis for their brand and co-brand campaigns pertaining to sales of 10-12 Million$.
Senior Executive
VOIS
Pune
2019.07 - 2021.04
- Worked In the capacity of Senior Executive in Vodafone Germany Testing Team for Germany Market of Vodafone Telecommunication services
- Handled Projects as a part of Vodafone Germany acquisition of Informatica, UnityMedia and Telekom Deutschland, becoming the largest Telco Provider in Germany catering to 51 Million users
- Single-handedly executed the Regression and Integration Testing for Release BSS30 and BSS31 in the Germany Market which produced the highest Revenue around 11.52 billion Euros across Vodafone for the year 2020.
Education
PGP in Data science and Engineering -
Great Lakes Institute(great learning)
08.2021
Bachelors In Engineering -
Cummins College of Engineering
05.2019
Skills
- Python, Pyspark, Java
- MySQL, DBMS
- Excellent verbal and written communication skills, presentation skills.
- Azure Data Factory, Azure Data Lake, Data Bricks
- Data Analytics , Statistical Analysis
- Machine Learning, Natural Language Processing
- Intelligence Gathering,Business Requirements Gathering
- Business Requirements Gathering
- Project Management ,Agile Methodology, Quality Assurance
- KPI Tracking
Projects
- Drug Review Sentiment Analysis and Recommendations
Objective: Drug Recommendation based on condition of patient and Drug Review.
Outcome: Using Different ML modeling techniques and TF-IDF vectorizer got almost 96% accuracy.
Key Skills: Python, Exploratory Data Analytics, Machine Learning Models(Linear Regression, Naive Bayes, Random Forest, XGBoost), Natural Language Processing(NLTK, Textblob), Statistics. Used Heroku and Flask for deployment.
- Opinion Mining of Hotel Review for Hotel Owners
Objective: Perform Opinion mining on hotel review dataset so as to provide important insights to hotel owners to enhance their services.
Outcome: Built a text summary and Visualization Dashboard for Hotel Reviews.
Key Skills: ML Models(KNN, K-mean), Python, EDA, Natural Language Processing(NLTK, Textblob). Used R for building Dashboard visualization.
Certification
- Scrum Foundations Professional Certificate SFPC.
- Google Cloud Fundamentals from Coursera.
- Fractal Certified Data Analyst.
Awards
- Best project award for CASCADE PN, Q2 2022
- Star Award, Feb 2021
- Best Actress in Supporting Role, State Level Dramatics Competition Purushottam Karandak 2016
- Best Experimental Play Award, State Level Dramatics Competition Purushottam Karandak 2016
Timeline
Data Scientist
Transvision AML Solutions
2023.07 - Current
Decision Scientist Consultant
Fractal Analytics
2021.10 - 2023.05
Senior Executive
VOIS
2019.07 - 2021.04
PGP in Data science and Engineering -
Great Lakes Institute(great learning)
Bachelors In Engineering -
Cummins College of Engineering
- Scrum Foundations Professional Certificate SFPC.
- Google Cloud Fundamentals from Coursera.
- Fractal Certified Data Analyst.
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