Hey, I'm Anuja.
I teach machines to see the physical world, then make sure they ship. I fell into AI by accident and consider it the luckiest thing that's happened to me. The part I love most is still the fundamentals: sitting with a paper until the math clicks, then finding out what it does on real data.
- Currently
- Making free, sparse public LiDAR (USGS) good enough to replace paid survey flights.
Experience
AiDashSenior Data Scientist2025–Present
SalesforceSenior Data Scientist2021–2024
EXLConsultant2019–2021
Education
IIT GuwahatiB.Tech2015–2019
StanfordXCS224N · XCS224W · XCS2362025
Projects
- LiDAR → Utility Network → Metadata, End-to-End2025-06 to presentFree public LiDAR in, per-span power-line records out.
- Usage → Success Score → Renewal Risk → Next Best Step2021 to 2024A health score for every Salesforce customer, a forecast of who renews, and a recommender for what each should do next.
- Before → After → Which Buildings, How Badly2019 to 2021Grading building damage after a disaster from satellite image pairs.
- Invoice → Product → Star Rating → Green Building Point2024-07 to 2024-12AI for social good. Reads a purchase invoice, checks each product against India's green-building code.
Research & Publications
- Robust Utility Networks Registration with Powerline Segmentation on Noisy Point CloudsBMVC 2026Accepted · Poster
- Learning-Based 3D Reconstruction of Power Networks from Aerial Point CloudsIGARSS 2026Accepted · Oral
- Sparse Wires, Robust Models: Density-Robust Segmentation of Poles and Wires from Open Aerial LiDARICLR 2027Under review
arXiv preprints to follow, pending endorsement.
Outside of work
- SwimmingLearned to swim in May 2026. Dream of crossing the English Channel one day.
- HimalayasThree treks so far, each one a little higher. The mountains keep winning and I keep going back.
Otherwise, seeing as much of the world as I can. 🇮🇳 🇧🇹 🇳🇵 🇱🇰 🇹🇭 🇺🇸
