Aug 2024 – Feb 2026 · 1 yr 6 mos · Bengaluru, Karnataka, India

• Built an MCP server for Ola Maps. Released for public as python package and on Docker hub. Hosted enhanced version remotely as well for Krutrim AI assistant to use.
• Built AI assistant chat bot for Ola Maps platform.
• Built Geoquery service utilising Ola Maps capabilities specific to Client use cases.
• Built 3D maps capabilities.
• Led Infrastructure migration of Maps Tiles services from AWS to Krutrim Cloud.
• Enhanced and optimized existing data automation pipelines.

Jul 2022 – Aug 2024 · 2 yrs 1 mo · Bengaluru, Karnataka, India

• Developed a high-performance compression filter for Location Based Services, reducing in-house API response sizes by ~52% using Java, Scala, and Play Framework.
• Engineered routing logic for the Reverse Geocoding API, dynamically directing traffic between in-house services and external providers based on configurable conditions; scaled reliably to ~2 million RPM with low latency.
• Enhanced the Marauder routing system to support speed segment file inputs for OSRM, automating hourly and daily updates and improving route accuracy by ~10%.
• Improved ETA and routing accuracy by ~30% using tree-based machine learning models.
• Reduced incremental map update latency from ~3 days to ~1 hour by implementing ML-based way-ID popularity prediction pipelines using PySpark and Python.
• Developed and maintained backend services and data pipelines supporting location, routing, and mapping use cases at scale.
• Worked extensively with Python and Airflow to build and optimize batch and streaming workflows for map and routing data.
• Assisted in designing scalable APIs and internal services with a focus on reliability, performance, and maintainability.