Tavleen Bajwa Email & Phone Number

Gurugram, Hr, In

Gurugram, Hr, In

California, United States

Bengaluru, Karnataka, India

Developed and Deployed Advanced CV Vision Model: Engineered a cutting-edge computer vision model using Transformers and large language models (LLMs) to extract tabular data from unstructured patient test reports. Successfully integrated this solution into the Plix AI Flask Web App, significantly reducing dependency on paid Amazon Textract services.Exploratory Data Analysis and Reporting: Performed comprehensive Exploratory Data Analysis (EDA) on Healthplix EMR data using AWS Athena and Redshift. Generated daily data reports for pharmaceutical clients, providing valuable insights and supporting informed decision-making.

Bengaluru South, Karnataka, India

Key Data Science Projects1. AutoACMGCollaborated with a dynamic team of 5 to design and develop a state-of-the-art Genomic Variant Search Engine.Played a pivotal role in building data resources by leading data mining initiatives using REST API and web scraping techniques.Achieved over a 60% reduction in costs compared to external proprietary tools by minimizing manual search efforts and enhancing variant disease classification efficiency.2. Vartk V3.0 DevelopmentEnhanced the genetic variant prioritization Voting Classifier model, attaining a remarkable 99.83% AUROC and 98.45% AUPRC.Applied a range of 5 classification algorithms and optimized code, reducing feature generation runtime from 4 hours to just 138 minutes.Significantly decreased the company’s reliance on external proprietary software, resulting in notable cost savings.3. Large Language Models (In-House Article Summarization Tool)Developed an innovative Article Summarization tool that condenses variant-specific articles into concise 250-word summaries.Utilized a fine-tuned BART model trained on 10M PubMed abstracts and proprietary data to drive the summarization process.

Post Master'S Diploma, Big Data

Activities and Societies: Machine Learning Algorithms/AI, Deep Learning, Natural Language Processing, Big Data Tools like Hadoop, Kafka.

Master'S Degree, Sciences

Bachelor'S Degree, B.Sc. (Hons)

Senior Diploma, Kathak Dance- Jaipur Gharana