Vineet Haswani

About Vineet Haswani

Results-driven Data Scientist with 5+ years building high-impact ML systems at scale…

Experience

1. Data Scientist Ii

   Eagleview

   May 2022 — Present · Bengaluru, IN

   Large Vision Model (LVM) – Developed a foundation model for EagleView aerial imagery, reducing training data needs by 50%, cutting training time by 40%, and lowering data preparation costs by 50% for large-scale downstream tasks. • 3D Mesh Generation - Built an ML-based 3D mesh generation pipeline using multi-view triangulation, reducing processing time by 94%(3 mins → 10 secs) along with fully automating the wireframe creation process. • DSM Extraction Model - Created and deployed a GAN-based DSM generation model, reducing processing time from 24 hours to a few seconds, enabling real-time scalability. • SAV Prediction Model - Consolidated 12 traditional models into a single ML model for Solar Access Value (SAV) estimation, cutting both computation cost and inference time by >80%.• Pitch & Azimuth Models - Developed ML models to directly predict roof Pitch and Azimuth, eliminating dependency on manual 3D roof model generation, significantly reducing operational effort. • Real-Time QC Framework - Built an automated image quality control and model monitoring system using confidence thresholds and filters, improving data reliability by 30% and ensuring consistent, accurate outputs in production.• Z-Axis Alignment System - Engineered an automated z-axis alignment system to minimize vertical misalignment in downstream workflows, enhancing precision and reducing manual correction needs.

Education

• Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Nanded

  Bachelor of Technology, Computer Science