open to senior ai/ml roles
I ship computer-vision and RAG systems that hold up in production.
Lead of Technology & AI at the Bharti Institute of Public Policy, ISB. IIT Delhi, 2023. I design detection, segmentation, and retrieval pipelines end-to-end — from data collection to production inference on AWS.
0.953
mask mAP50
156,001
dataset images
Nature Sci. Data
publication
IIT Delhi '23
grad year
// selected work
view all →MonoDBH
YOLOv8s-seg instance segmentation pipeline for automated structural counting.
0.953Mask mAP50
YOLOv8s-segModel
YOLOv8PyTorchOpenCVAWS EC2
BarkVisionAI
156,001-image benchmark dataset for bark/tree-species vision models, published in Nature Scientific Data.
156,001Images
Nature Sci. DataVenue
Grounding DINOSAM2PythonAWS S3
// stack
Vision & ML
- YOLOv8
- Grounding DINO
- SAM2
- RAG / pgvector
Infrastructure
- AWS EC2
- AWS Lambda
- AWS S3
- AWS RDS
Domains
- Geospatial pipelines
- Instance segmentation
- Retrieval-augmented gen.
// publications
view all →- BarkVisionAI: a 156,001-image dataset for bark/tree-species recognitionNature Scientific Data2025
- A GNSS positioning dataset for [survey area] — targeting GPS SolutionsGPS Solutions2026
- Evaluations & Datasets submissionNeurIPS 20262026