Mansi Joshi Email & Phone Number

United States

Evaluating Large Language Models(LLMs) to Improvise Recommendation Systems.

New York, United States

• Assisted with day to day activities at NYU IT.• Working on managing various vendor accounts database for NYU IT.• Created metrics for NYU contracts to identify the expiration to avoid cost for unwanted renewals. • Create Requisitions and invoices in University Procurement System.• Assist System Admin with administrative duties in SAP Fieldglass.

• Reduced cost and manual effort by 90% by building a Retrieval Augmented Generation (RAG) pipeline using LangChains and LLMs for extracting ESG data from contracts, reducing 80 man-hours/week.• Managed a team to deploy AWS Lambda endpoints and Docker containers for machine learning models, including XG Boost and Random Forest, achieving approximately 80% accuracy in predicting carbon emissions for construction materials and equipment.•Developed an OCR Engine with a meaning extraction parser for supplier onboarding pipeline using AWS-Textract.

New York, United States

• Working on managing various vendor accounts database for NYU IT.• Created metrics for NYU contracts to identify the expiration to avoid cost for unwanted renewals. • Create Requisitions and invoices in University Procurement System.• Assist System Admin with administrative duties in SAP Fieldglass.

Gurugram, Haryana, India

• Built RESTful, event-driven microservice based cloud native billing solution for recurring payments resulting in a 75% reduction in related incidents.• Directed multiple Fiori application development for payments enhancing automation and minimizing the manual efforts at the business end by 70% and streamlining the account payable process.• Implemented a Couchbase Kafka plugin to directly update Kafka topics with CRUD operations in Couchbase thus streamlining our microservices.

Pune, Maharashtra, India

• Worked in a client-facing role specializing in the Accounts Payable process.• Led the project for the GR/IR reconciliation critical processes, reducing the overall reporting of basic incidents by 63%.• Refined an internal tool for automated ticket assignment to relevant teams based on tags of prior resolved tickets.

Hyderabad Area, India

• Researched the problem of Multiword Expressions and its identification and extraction using Python.• Developed a tool that could be used to analyze Multiword Expressions for English-Hindi Translation with up to 81.2% accuracy.• Used ML frameworks like TensorFlow, Pandas, and word analysis frameworks such as Word2Vec, NLTK.

Nainital,Uttrakhand,India

• Delivered a JavaScript(backend) and HTML/CSS (frontend) based interactive CRM service for research students and staff to track and manage various ongoing research at ARIES.• Service included a messaging and notification platform for enhancing communication within the campus.

Master Of Science - Ms, Computer Engineering, 3.86/4

•Merit Scholarship Recipient •Key Coursework: Data Structures and Algorithms, Big Data, Deep Learning, Machine Learning, Data Science.

Bachelor Of Technology, Computer Science And Engineering

Key Coursework: Java Programming, Design and Analysis of Algorithms, Software Engineering, Database Management System