Dipti Galane Email & Phone Number

India

• Machine Learning BU Project:
• Led a global team of 4 in the development of machine learning solutions.
• Developed an NLP solution (using TFIDF, text vectorization, RNN, LSTM, CRF, Transformers, BERT), reducing costs by 35% by categorizing news articles into different topics.
• Developed NLP solutions for sentiment analysis, text classification, NER (Named Entity Recognition), and topic modeling.
• Implemented CV models for image classification, achieving cost savings of up to 32% using baseline CNN model, transfer learning, VGGNet, Mobilnet V2, Resnet models, and callbacks.
• Optimized application performance by 50% through Logistic Regression, Decision Trees, Random Forest, LightGBM, SVM, and XGBoost models.

Pune, Maharashtra, India

• Sanofi Life Sciences Project:
• Optimized performance by 30% with Informatica Cloud and on-premise solutions. Automated file transfer tasks on AWS S3.
• Led a team of 5 members and assigned tasks. Achieved 20% more efficiency by tracking tasks in JIRA.
• Architected and deployed a data warehouse solution, consolidating disparate data sources for enhanced accessibility and reliability in decision-making.

• Investment Banking Project:
• Performed efficient estimation for change requests and design changes.
• Delivered 25% more efficient ETL solutions based on logical and conceptual data models.
• Saved 20% time while making unit test cases and plans.

• NUL Insurance Project:
• Interacted with the client regularly for project specifications.
• Developed mappings, sessions, and workflows and improved performance by 50% in Informatica PowerCenter, saved 20% time in code reviews and unit test cases.
• Implemented and maintained a scalable data warehouse architecture, optimizing performance and integrity while enforcing data governance standards to promote organization-wide data-driven decision-making.