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Shreya Nambiar

Shreya Nambiar

Data Analyst | Data Management | Model Developer
Syracuse, City of Syracuse, Onondaga

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About Shreya Nambiar:

I have recently acquired a Master's degree in Applied Data Science from Syracuse University. I am looking for full-time Data Science related positions. I am an honest, hardworking person and I love challenges and learning about new technologies. 

Experience

DEUTSCHE BANK                                                                                                                                               New York City, New York

MODEL DEVELOPMENT CO-OP                                                                                                                             November 2022 – Present.

  • Currently working with the AFC Modelling Team to develop new models and improve existing models to mitigate existing Anti – money laundering risks.
  • Determining feasibility analysis to check whether segmentation is possible for external entities by performing overlapping analysis, percentile distribution for multiple attributes.
  • Performing tuning for risk indicators to determine threshold.
  • Creating test cases to run ad-hoc analysis using SQL
  • Developing heat maps with CB AMS US – Typology, Product, Risk Indicator applicability to identify coverage gaps in the current transaction modelling program of the products and services offered by Deutsche Bank.
  • Designed FCO Presentation Deck to determine thresholds for AC Focus risk indicators for non-ICM clients.

 

 

BRISTOL MYERS SQUIBB                                                                                                                                Lawrenceville, New Jersey

DATA SCIENCE AND ANALYTICS INTERN                                                                                                                June 2022 - August 2022

  • Automated Monitored Proteus Events using Python to merge files and highlight duplicates and error values to reduce the turnaround time from 5 hours to 5 minutes.
  • Created an NLP Based Model using RapidFuzz for standardization of adverse events to find similarities between 125,000 terms for an accuracy around 70%
  • Built a sentiment analyzer using BERT to classify the reviews of healthcare providers on BMS training services with an accuracy of 89.65%

 

iConsult -SYRACUSE UNIVERSITY, SYRACUSE                                                                                                      Syracuse, New York

DATA ANALYST                                                                                                                                                                    Oct 2021 - Dec 2021

  • Led the efforts to research & identify the keywords to expand & improve the text processing algorithm from 50 to 250 words.
  • Prepared a WordBot which would identify more ableist words from the job portals by 3%
  • Improved the efficiency of an inclusivity algorithm that modifies job postings for people with disabilities with an overall increase by 12%.
  •  Created SQL database in PostgreSQL for effortless data management. 

 

SDS ENTERPRISE                                                                                                                                                           Mumbai, Maharashtra

BI ANALYST INTERN                                                                                                                                                                     Feb 2021 – Apr 2021

  • Used PowerBI Data visualization platform to build instructional material for 600 employees of the company.
  • Implemented a new process that reduced manual data compilation errors and improved the accuracy of the weekly & monthly usage reports by 8%
  • Analyzed simple and complex datasets using Microsoft Power Bi software.

 

PIANALYTIX EDUTECH                                                                                                                                                           Mumbai, Maharashtra

MACHINE LEARNING RESEARCH INTERN                                                                                                                                                        Dec 2020 - Jan 2021

  • Built an NLP based project - Fake News Detector - for an online news agency.
  • Implemented a model utilizing Newspaper3k, a web-scraping python library used to curate and extract information from articles.
  • Revamped the accuracy of the model by leveraging Decision Tree Classifier from 89.4% to 96.02%.

Education

Syracuse University                                                                                                                                                           Syracuse, NY

Master of Science, Applied Data Science (CGPA – 3.74/4)                                                                                                 Aug 2021 – May 2023

Courses: Data Analysis & Decision Making, Quantitative Reasoning for Data Science, Applied Machine Learning, Financial Analytics, Big Data Analytics

St. Francis Institute of Technology, University of Mumbai                                                                                       Mumbai, Maharashtra

Bachelor of Engineering, Computer Engineering                                                                                                                                                             Aug 2016 – Oct 2020

Courses: Supply Chain Management, Computer Vision, Machine Learning, Information Management, Business Analytics

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