Pallavi Musale

GenAI ML Expert

Pune 60 · Good

About

Prominent and enthusiast GenAI and LLM Specialist with Data Science capabilities having strong domain knowledge. Extensively worked upon GenAI LLM powered application, data Collection, Data Pre-processing, Building the Machine Learning Algorithms and provided decision making insights alongside the art of story-telling.

Skills & Expertise

No skills listed yet

Work Experience

Machine Learning Developer

IMS

Present - Present

Developed and implemented a machine learning-based web platform for marking analytics and modeling, leveraging over 10 models with fine-tuning to ensure high precision and relevance. Conducted comprehensive evaluations of summarization accuracy using different metrics, validating system performance through both quantitative analysis and human judgment comparisons. Designed and implemented hybrid models, achieving a 3% performance improvement over other well-performing models. Optimized natural language processing workflows, including text preprocessing and feature extraction, to enhance summarization accuracy and efficiency. Explored and incorporated advanced techniques such as extractive and abstractive summarization to expand system capabilities and improve summary quality.

Data Analyst

Loan Clearing and Automation

Present - Present

Collaborated with team members to perform extensive exploratory data analysis (EDA) and feature engineering, uncovering insights and preparing data for modeling. Implemented machine learning models as part of a team, achieving high accuracy in predicting automated loan management ML model. Played a key role in the development and deployment of a prediction system, contributing to a 16% increase in user satisfaction within the first three months of deployment. Received positive feedback from senior team members for contributions to model development and implementation, demonstrating strong problem-solving and collaboration skills.