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.

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.

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%

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

• 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

• 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%.

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