Knowledge graph suite - Legal
A suite of tools that helps legal teams understand entity relations in large unstructured corpora
COMPUTER VISION/EDGE ML/SCIENTIFIC ML
ENGINEERING INTELLIGENT SYSTEMS
Applied AI &Systems Engineer
I build perception and autonomy systems that work under real-world constraints — combining computer vision, edge ML, and reliable real-time software.
Also building reproducible scientific ML tools and exploring physics-informed neural networks.
NAVEEN RAJANENGINEER · BUILDER
01WHAT I'M FOCUSED ON
Perception & autonomy
Reliable visual perception, sensor fusion, and intelligent systems operating on constrained hardware.
Physics Informed Neural Networks
Studying latent-space manifolds for solving under-determined family of industrial simulations with single PINN models
02SELECTED WORK
Built, tested, learned.
ROBOTICS · EDGE ML
Autonomous perception & navigation
Led perception and navigation systems for a drone platform, combining classical computer vision, monocular depth, Deep learning, sensor fusion, and recovery policies for GPS-denied operation.
97%reported navigation robustness after recovery-policy improvements
SCIENTIFIC ML
PINN research framework
A configurable experimentation framework for physics-informed neural networks, with reusable problem abstractions, CLI orchestration, and reproducible training workflows.
APPLIED AI
Entity resolution
An AI-assisted document processing project exploring entity extraction, normalization, evaluation, and reviewable structured outputs.
The navigation case study is being documented separately. Repository links above open the corresponding public projects.
03WRITING & RESEARCH NOTES
Understanding systems by building them.
Notes on engineering reliable perception pipelines, running reproducible scientific ML experiments, and the trade-offs behind building intelligent systems that work outside a demo.
04GET IN TOUCH
Have an interesting problem?
I'm interested in applied AI, computer vision, robotics, and engineering teams building technically ambitious products.