Vivek Shah Email & Phone Number

New York, NY, US

New York, NY, US

Riverwoods, IL, US

• Deployed a Gen AI model for Topic Modeling using customer transcripts, achieving over 80% accuracy in generated tags through fine tuning model using Retrieval-Augmented Generation (RAG).
• Streamlined document review accuracy by 30% with prompt engineering and RAG, enabling detailed analysis of 20-page reports,aiding agents in swift and precise information extraction.

Riverwoods, IL, US

• Researched and experimented to optimize speech-to-text model, resulting in 65% reduction in word error rate enhancing compliance and risk mitigation efforts.
• Automated document generation with a 50% reduction in processing time, enhancing formatting, content, and style utilizing models and leveraging QLoRA and LoRA techniques for quantization.

San Jose, California, US

• Elevated overall product value by integrating an XGBoost model within a larger suite using Python and AWS, achieving a 25% increase in weekly revenue forecast accuracy for better strategic planning and inventory.
• Boosted customer engagement and significantly increased sales by categorizing pet product and medicine data from S3 using Python, achieving precise multi-level classification to reduce overstock and stockouts.
• Eliminated 50 weekly hours by automating Athena to SQL Server data transfer via EC2, boosting data management efficiency.

New York, NY, US

• SP22_Tech-UB: Introduction to Data Science
• Guided students with python programming assignments about data science and solved python related coding queries.
• Educated 52 students on executing SQL queries in python and assisted them on setting up databases on SQL lite.

New York, NY, US

Course: STAT-UB.0103 - STATISTICS FOR BUSINESS CONTROL AND REGRESSION MODELS

Riverwoods, IL, US

• Identified areas of opportunities for churned customers by computing exploratory data analysis on 500k+ credit bureau data.
• Remodeled decision-tree algorithm to increase customer acquisition by 13% using Principal Component Analysis & Regularization.
• Communicated with teams to transform business needs into analytical requirements, introduced predictive modeling,and designed a dashboard to measure KPI (Hard pull rate) to fulfill YOY growth of 4.2B $ in new business.
• Utilized advanced statistical techniques and tools such as Snowflake, AIR 9, and Teradata to store, analyze real-time data.
• Derived a sensitivity model to optimize pricing strategies by segmenting customers based on FICO and internal risk score.

New York, New York, US

• CS:102 Data Structures- Recitation Leader
• Presented and delivered weekly data structures slides( Hash maps, Linked List, Sorting algorithms) to help students built conceptual knowledge of data structures in Java.
• Held weekly office hours to discuss new concepts and solve coding queries for around 50 students.
• Graded and submitted student's daily assignments to the professor in a timely matter

New York, New York, US

• CS102: Data Structures
• Gained experience assisting 50 students with a range of topics related to data structures during the office hours.
• Provided assistance to professors in recording of student-submitted papers and related coursework.
• Graded fellow students' work in Java and documented each students' ability in a timely and professional manner

New Delhi, Delhi, IN

• Predicted customers’ likelihood to renew insurance with 75-80% accuracy by building logistic regression & random forest models on Python
• Presented metrics from 10+ analytics channels on marketing, pricing, & profitability to leadership to monitor the business health.
• Identified client requirements & programmed a document parser using an NLP model to efficiently analyze large sets of data.
• Researched & published 8+ use case articles on applying analytics to solve business problems, leading to winning new business.

Mumbai, Maharashtra, IN

Performed simulation analysis of trading strategies using Python, resulting in 5% reduced risk exposure & improved profitability.Utilized Tableau and Excel to develop customized P&L, risk analysis, and performance attribution reports, enabling portfolio managers and traders to make more informed decisions resulting in improved risk management.

Master'S Degree, Data Analytics

Bachelor'S Degree, Electronics And Telecommunication Engineering