Bandish Parikh Email & Phone Number

Washington DC-Baltimore Area

• Designed and deployed a robust, AI-driven roster automation pipeline that seamlessly integrated Machine Learning and Data Cleaning techniques to fully automate healthcare claims processing workflows, resulting in $60M.
• Optimized a BERT-based Siamese network (Transformer) for semantic similarity matching, boosting header identification accuracy by approximately 4%; leveraged pruning and quantization to increase… Show more
• Optimized a BERT-based Siamese network (Transformer) for semantic similarity matching, boosting header identification accuracy by approximately 4%; leveraged pruning and quantization to increase model throughput
• Fine-tuned the Llama Large Language Model (LLM) with Low-Rank Adaptation (LoRA) using PEFT, anddeployed it as a scalable API on Amazon Web Services (AWS) EC2, delivering secure, high-performanceaccess for SQL.
• Implemented text-to-SQL generation using Retrieval Augmented Generation (RAG) and constrained generation techniques, enabling executives to retrieve key metrics through natural language inputs
• Developed an incompatibility parser leveraging information retrieval techniques to extract structured data from free-text inputs, enhancing data accuracy and resulting in a 10% increase in touchless processing time

San Jose, California, United States

• Improving coverage and precision of Cybersecurity Risk Quantification
• Enhanced the scope of Breach Risk quantification by ~6% by deploying a fine-tuned BERT-based Siamese network optimized for semantic similarity matching; pruned and quantized the model for boosting the throughput

Pittsburgh, Pennsylvania, United States

Teaching Assistant - Economic Analysis (95710)Responsibilities:1. Grading2. Supervision3. Holding office hours

Mumbai Area, India

• Developed a gender classification model using feature engineering and data mining of call patterns and usage behavior, leveraging tree ensemble models to accurately predict customer gender across a dataset of 450.
• Applied unsupervised clustering and experimental design with A/B testing to validate feature relationships in user behavior, optimizing model performance and uncovering patterns across large datasets
• Drove targeted marketing strategies by mining actionable… Show more
• Drove targeted marketing strategies by mining actionable data insights, delivering gender-specific recommendations that reduced consumer churn by 4.14% through state-of-the-art classification techniques Show less

Master'S Degree, Mism-General, 3.9

Bachelor Of Technology - Btech, Chemical Engineering, 3.61