Mayur Taware
@mayurdtom
Senior Data Scientist & Generative AI Lead at Centre for Data for Public Good – IISc
Bengaluru, Karnataka, India
Mayur D. Taware is a Senior Data Scientist and Generative AI Lead with over four years of experience delivering AI/ML systems across healthcare, financial services, and urban mobility. He specializes in Generative AI, including RAG architectures, Agentic pipelines, and LLM fine-tuning. Mayur has a proven track record of designing production-ready solutions, building scalable MLOps practices, and securing client mandates through technical leadership and solution architecture.
Experience
Senior Data Scientist & Generative AI Lead
Centre for Data for Public Good – IISc
Designed and shipped a production GraphRAG system and clinical LLM chatbot. Fine-tuned MedGemma for medical reasoning using LoRA and QLoRA. Built multi-step Agentic AI pipelines for no-code analytics. Established RAG evaluation pipelines using Ragas and LLM-as-Judge. Developed TGCN for real-time air quality monitoring and GNNs for traffic forecasting. Orchestrated MLOps pipelines on Kubernetes with Argo Workflows and Dask.
Machine Learning Engineer
AlgoAnalytics Pvt. Ltd.
Deployed crowd prediction and recommendation models on AKS with MLflow. Built NLP pipelines for Text Summarization and NER. Deployed Dockerized ML services with FastAPI on AWS Fargate. Architected Azure Data Factory ELT pipelines for Snowflake Data Warehouse.
Data Analyst
FigMD Inc.
Optimized PySpark transformations on Google Dataproc for healthcare data. Automated data lake increment pipelines using Cloud Functions and BigQuery. Produced operational analytics using SQL.
Data Analyst Intern
FigMD Inc.
Assisted in data preprocessing and operational analytics for healthcare data.
Education
Imarticus Learning, Pune
Post Graduate Program
Data Science & Data Engineering
Savitribai Phule Pune University
Bachelor of Engineering
Mechanical Engineering