Hello! I'm Sara

I'm passionate about all things Data Science! My journey has been fueled by a love for uncovering insights hidden in data. I enjoy working in Data Analysis, Machine Learning, and Natural Language Processing, finding joy in unraveling complex information puzzles.

Right now, I'm on the lookout for a challenging role that lets me use my tech skills to solve real-world problems in a team where collaboration is key. I love being in environments where different minds come together to create something truly innovative and impactful.

Sara Nayak

Data Scientist

267-521-6797

Email:

saranayak98@gmail.com

Location:

Jersey City, NJ

Phone:

EXPERIENCE

Oct. 2023 - Present

Data Analysis and Visualization Intern

TREVOR WELTMAN CONSULTING LTD.

Developing correlation models to quantify the relationship between productivity and Accounts Receivables for a pediatric insurance billing organization.
In-charge of designing visualization dashboards in Tableau for pattern recognition and trend analysis in productivity datasets.

Jun. 2023 - Sept. 2023

KINETIX TRADING SOLUTIONS INC.

Machine Learning Engineer Intern

Spearheaded the end-to-end development, debugging, and testing of a Large Language Model-based application, which extracts complex text entities from unstructured financial documents on MS Azure.
Successfully evaluated performance metrics and reduced model time complexity by 75%, obtained an F1-score of 84%.
Built post-processing Python regex scripts for HTML manipulation in the main application pipeline.
Utilized Agile ML Ops tools model deployment and monitoring, such as JIRA, Confluence and Postman.

Dec. 2020 - Mar. 2021

Data Science Intern

RELIANCE INDUSTRIES LTD.

Successfully developed 23 REST APIs, for the knowledge graph of intelligent cloud-based voice assistant software.
Implemented Google RPC and Protocol Buffers for connecting microservices and serializing structured data.
Developed and optimized queries for knowledge extraction from Arango DB and performed version control using Git.

EDUCATION

2021 - 2023

UNIVERSITY OF PENNSYLVANIA

Master of Science in Enineering

- Data Science

Relevant Courses - Machine Learning, Statistics for Data Science, Computational Linguistics and Natural Language Processing, Big Data Analytics, Deep Learning, Artificial Intelligence, Databases and Information Systems, Ethical Algorithm Design, Advanced Machine Learning

2016 - 2020

Bachelor of Engineering

- Information Technology

UNIVERSITY OF MUMBAI

Relevant Courses - Applied Mathematics, Structured Programming using C, Logic Design, Data Structures and Analysis, Database Management Systems, SQL, Java Programming, Operating Systems, Python Programming, Advanced Data Management Technology, Advanced Data Structures and Analysis of Algorithms, IOT, Data Mining and Business Intelligence, Cloud Computing and Services, Software Design, Artificial Intelligence, Big Data Analytics