Senior Data Science Consultant at Tiger Analytics with 6+ years of experience in solving business problems with Data Science skills. Expertise in ideating analytics solutions and developing them. Strong acumen of Banking and Insurance. Learning, exploring and building things using Generative AI.
☎️ Contact information
📧 [email protected]
🔗 LinkedIn
📞 +91 7501314916
:githublogo: Github
👨🏾💼 Work experience
Senior Analytics Consultant
Tiger Analytics, Hyderabad, India – (April 2024 - present)
- Monitor and analyze the performance of data science models for Global Specialty Insurance. Develop interactive dashboards using Tableau and Streamlit to track model performance across various metrics, including business-specific and classic monitoring metrics like drift, PSI, and CSI. These dashboards facilitate portfolio monitoring and enhance model adoption among underwriters.
- Create a multiagent AI chatbot for Skills and L&D for internal employees using Langchain and RAG Tools with Gemini API.
- Engineered an end-to-end Machine Learning framework for predicting drug dosages in Leukemia treatment at TATA Medical Cancer Center, optimizing patient care protocols.
- Significantly improved the model monitoring process by automating alert generation for a portfolio of Data Science models, refactoring existing code, and integrating it with a user-authenticated Streamlit dashboard for a one-click solution, thereby migrating the entire manual workflow from ServiceNow.
- Created a backend framework using MongoDB and FastAPI to scrape GitHub metadata for tracking users' course completion progress in Tiger, hosted on EC2.
- Worked on AI for Good initiative where I created a data processing pipeline to extract information from PDFs and store in tables for myopia progression prediction.
Skills and Tools: Tableau, Streamlit, Machine Learning, Snowflake, Python, Model Monitoring, Pdf extraction, AWS EC2
Analytics Consultant
Tiger Analytics, Hyderabad, India – (May 2022 - April 2024)