Anagha Rumade

*** ****** ***., ****** ****, NJ **310 +1-551-***-**** ac8hb3@r.postjobfree.com https://www.linkedin.com/in/anagharumade/ https://github.com/anagharumade

PROFESSIONAL PROFILE:

Deriving actionable insights from data to drive strategic decision making using machine learning. More than five years of experience working with data. Proficient in descriptive analysis, machine learning, modeling, data processing and analytics using Python, SQL and R.

RELEVANT EXPERIENCE:

Data Scientist; MindRight 02/18 – Present

Conducting Advanced Statistical Analysis to determine trends, patterns, consumer behavior and significant data relationships, Launched a classifier that classifies sentiment into 4 categories and learns from its mistakes when corrected (Active Learning). The Classifier provides an overview of the user demographics which eliminates 50% of the manual work. Deployed on Google Cloud.

Data Analyst; GCOM Software Inc.; New York City, New York 03/17 – Present

Analyzing, carrying out in-depth analysis (time-series analysis, etc.), Identifying trends and patterns and communicating results using visualizations, presentations, etc. helping the company’s strategic decision-making process

Building complex data sets from multiple data sources and transforming Legacy data (using SQL Procedures) for Conversion (ETL)

Redesigned existing methodologies as per trends detected which improved data collection and storage

Marketing Analyst Intern; S-Network Global Indexes; New York City, New York 10/16 - 12/16

Developed a web scraper to identify and collect data from 1000+ web pages and transformed it to structured datasets

Modernized processes of creating reports by Automating manual labor of over 300 hours annually and eliminated human errors.

Data Engineer; Accenture Services Pvt. Ltd.; Mumbai, Maharashtra 02/13 - 07/15

Awarded the ACE (Accenture Celebrates Excellence) award, celebrating my exemplary and outstanding contribution

Project: Database Management, EMC

Managed CRM module and Created PL/SQL components for data analysis, conversion, ETL and interfacing to add value

Formulated Unix scripts for programming periodic reports and extracting data to attain key metrics

Exported Data and Reported against KPIs by Development of Excel-based Tools reducing handwork by 40%

Project: Data Mart Management, Wellington Management

Scheduled, maintained and performance tuned the Extract, Transform and Load procedure (SQL) of investment transactions’ data within SLA, Counseled and guided new trainees to familiarize them to Investment Banking and Financial Services domain

BI Developer Intern; Accenture Services Pvt. Ltd.; Mumbai, Maharashtra 04/11 - 05/11

Introduced a web based dashboard using ASP.net and VB.net on a MS Access database producing a 30% decrease in manual labor

PROJECTS:

Competitions - Carried out Feature Selection, Dimensionality Reduction, building and Optimizing Classifiers to be ranked in top 15%

Deep Learning - Developed a Computer Vision system using TensorFlow for Poets with the help of Transfer Learning

Artificial Neural Networks Classifier - Computed the Relevance of results for a search query with 72% accuracy using R

Sales Prediction - Applied Logistic Regression (Probabilistic Model) on high dimensional data achieving an accuracy of 66%

Sentiment Analysis - Extracted Social Networking data (Twitter), performed analytics and created data visualizations using Tableau

Recommender System – Recommended similar documents using TF-IDF with above 80% accuracy in GraphLab

Clustering - Performed Statistical Natural Language processing to group unstructured data into Good, Bad and Neutral categories.

Technical: Python, SQL, R

Tools: Pandas, NumPy, SKLearn (Scikit), Matplotlib, BeautifulSoup, TensorFlow, Jupyter, GraphLab, Tableau, Spark

Certifications: Statistics for Business Analytics, Machine Learning Foundations: A Case Study Approach – University of Washington, Analytics Certification - Google, Business Intelligence and Analytics – Stevens Institute of Technology

EDUCATION:

Master of Science in Information Systems (Specialization: Business Intelligence & Analytics) 3.89/4.0

Stevens Institute of Technology, Hoboken, NJ 08/15 - 12/16

Courses: Social Network Analytics, Data Mining, Multivariate Data Analysis, Data Warehousing/ BI, Web Analytics, IT Strategy

Bachelor of Technology in Computer Engineering (CS)

Mukesh Patel School of Technology, Management and Engineering, Maharashtra 06/08 - 08/12

ACTIVITIES: Volunteered at “Make A Difference” - teaching under-privileged children resulting in improved academic performance

Contact this candidate