About
Satyajit Ghana
Head of Engineering · Inkers Technology · Bengaluru, India
I'm Satyajit Ghana, Head of Engineering at Inkers Technology in Bengaluru. I build deep-learning systems, 3D perception, and high-performance infrastructure — custom neural networks, CUDA kernels, and LiDAR / point-cloud pipelines that reconstruct the physical world and ship to production.
At Inkers I lead industrial-AI work: 3D perception, LiDAR odometry, and structural-defect analysis delivered as C++/CUDA/gRPC services on Kubernetes. I hold a B.Tech in Computer Science & Engineering from M.S. Ramaiah University of Applied Sciences (CGPA 9.78, silver medalist), have two USPTO patents pending, and co-design EMLO (MLOps) and EVA (computer vision) at The School of AI.
How I build
Research → production
A model that ships beats a model that benchmarks. Every pipeline targets a real device, a real latency budget, a real customer.
Down to the kernel
Performance lives where the data does — fused CUDA kernels, quantization, point-cloud ops in C++. Profile first, then cut.
Reconstruct the world
From raw LiDAR + RGB to SLAM, mesh, and defect maps — the physical world made queryable.
Own the whole stack
Model training to Kubernetes, gRPC service to the THREE.js viewer. One person who can carry an idea end to end.
Teach it to keep it
Designing EMLO + EVA at The School of AI forces clarity; the best way to understand a system is to teach it.
Toolkit
- Languages
- Python · C/C++ · Rust · TypeScript · JavaScript · Go
- ML & Deep Learning
- PyTorch · PyTorch3D · HuggingFace · TensorRT · DeepStream · vLLM · PEFT/LoRA · Stable Diffusion / SDXL
- 3D & Vision
- SLAM · 3D Reconstruction · Point Clouds (PCL, Open3D) · CUDA · THREE.js · OpenCV
- MLOps & Cloud
- Docker · Kubernetes (EKS) · KServe · Kubeflow · TorchServe · Istio · AWS · Prometheus / Grafana
- Backend & Systems
- FastAPI · gRPC · Redis · Kafka · ROS1 · WebRTC
Education
B.Tech, Computer Science & Engineering
M.S. Ramaiah University of Applied Sciences · 2017 — 2021 · CGPA 9.78 · Silver Medalist