Resume
Experience
Feb 2021 - Present
DATA SCIENTIST II
MediaMath Inc.
PROJECTS:
Response Rate Classification, Contextual Ad Measurement, Supply Path Optimization
New York City, New York
April 2019 - Feb 2021
SENIOR DATA SCIENTIST
Indellient US Inc.
New York City, New York
PROJECTS:
Fraud Detection, Document Similarity Modeling, Chatbot Q&A Modeling, Text to Query translation, Churn Prediction Modeling
June 2017 - April 2019
DATA SCIENTIST
sparks and honey - Omnicom Media Group
New York City, New York
PROJECTS:
Global Expansion of SaaS Product Pipeline, Meta-tagging using NLG, Recommendation System, Cultural Trend Scoring Model
June 2014 - August 2015
RESEARCH ANALYST
Deloitte India Pvt. Ltd.
Hyderabad, India
PROJECTS:
Marketing Campaign Analysis, HTML/Sharepoint development, Secondary market research
Education
2016 - 2017
QUANTITATIVE METHODS AND MODELING
Master of Science
Baruch College - CUNY
GPA: 3.65
HIGHLIGHTS:
Executive Committee Member, Zicklin Women in Business
New York City, New York
2012 - 2014
MARKETING ANALYTICS
Master of Business Administration
SCMS Cochin School of Business
Kerala, India
GPA: 3.94
HIGHLIGHTS:
- Silver Medallist, Best Outgoing Student
- Co-organizer, SCMS Business Management Fest, Shikhar 2014
- Editor, Student's Newsletter
- Active Member of CSR Team
2012 - 2014
ECONOMICS (MINOR IN STATISTICS AND MATHS)
Bachelor of Science
West Bengal State University
GPA: 3.39
HIGHLIGHTS:
- Gold Medallist, First Class Honors
- Ranked 3rd in the college
West Bengal, India
Technical skillset
Programming Languages:
Python (scikit-learn, gensim, Numpy, spaCy, NLTK, Bokeh, Beautiful Soup, Matplotlib, SciPy, Scrapy)
Deep Learning:
TensorFlow, Keras, PyTorch
Databases & QL:
AWS Redshift, Elasticsearch, MongoDB, MySQL, Hive, Google Cloud SQL, Tableau
Statistical Tools and ML Algorithms:
Regression, Dimensionality Reduction, Tree-Based Methods, Ensemble Models, Unsupervised
and Supervised ML, CNN, LSTM, NLP (word2vec, doc2vec, BERT, ALBERT), Natural Language Generation, Time Series
Big Data and Containers:
SparkML, Docker, Kubernetes (basic); Development Tools – Git, JIRA
Development Tools:
Git, JIRA
Languages
English (professional)
Hindi (proficient)
Bengali (native)