Pratiksha Dhavane
Data Scientist focused on reliable production-grade ML and AI
Pune, India
Summary
Builds production-oriented ML and Generative AI systems with an emphasis on reliability, explicit control flow, verification, and predictable behavior rather than opaque automation. github
Works on applied AI projects such as AI agent chatbots and LLM-driven BI narration, focusing on observability, safety, and deterministic outputs for analytics workflows. github
Maintains a technical presence in geospatial and GIS communities through detailed Q&A contributions about GeoTIFF and related tooling. stackoverflow+1
Has a mechanical engineering academic background with hands-on student research on UAV conceptual design, and a professional trajectory progressing from trainee engineering roles to Data Scientist and Senior Analyst positions. researchgate+2
Work
Education
Projects
Writing
Handling mixed datatypes in geospatial data in geotiff file format
September 1, 2025Technical Q&A post discussing approaches to store mixed datatypes within TIFF/GeoTIFF containers and practical examples using tifffile in Python.
Conceptual Design of an Autonomous Quad Plane Hybrid Unmanned Aerial Vehicle
May 1, 2024Academic/technical write-up describing the conceptual design work for a quad-plane hybrid UAV.