1-day current streak·18-day longest streak
🧑💻 Rahul Aloth Rajan 🚀 AI Inference, Embedded & Edge Computing Engineer HPC AI • GPU Optimization • Real‑Time Robotics, Autonomous Systems, UAVs & Intelligent Edge Devices I am an…
🧑💻 Rahul Aloth Rajan
🚀 AI Inference, Embedded & Edge Computing Engineer
HPC AI • GPU Optimization • Real‑Time Robotics, Autonomous Systems, UAVs & Intelligent Edge Devices
I am an engineer specializing in AI inference, embedded systems, and real‑time edge AI deployment.
I build high‑performance, low‑latency AI pipelines that run efficiently on real hardware — Jetson, Orin, NPUs, RKNN, Hailo, and custom embedded platforms.
My background spans Autonomous Driving, multi‑sensor perception and medical imaging systems, and I now apply this expertise to robotics, industrial automation, commercial UAVs, and intelligent vision systems.
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🌍 What I Do
- Build real‑time AI pipelines for robotics, autonomous systems, industrial platforms, and commercial UAVs
- Optimize and deploy models using TensorRT, ONNX Runtime, CUDA, quantization, pruning
- Integrate multi‑sensor perception (camera, radar, depth, IMU)
- Develop embedded C/C++ systems with deterministic, low‑latency performance
- Tune GPU/NPU accelerators for maximum throughput on edge devices
- Architect end‑to‑end inference stacks from model → optimization → deployment → validation
- Build scalable, domain‑neutral AI systems across robotics, medical devices, and smart vision
🧠 Core Expertise
- AI inference engineering — TensorRT, ONNX Runtime, CUDA, model optimization
- Embedded systems — C/C++, Rust, Linux, real‑time runtimes, low‑latency pipelines
- Edge AI deployment — Jetson, Orin, RKNN, Hailo, DeepX, NPUs
- Real‑time perception — multi‑camera, radar, Lidar, sensor fusion, autonomous systems
- GPU acceleration — CUDA kernels, memory optimization, parallelization
- System integration — robotics, industrial AI, medical devices, commercial UAVs
💻 Tech Stack
🧑💻 Languages
!C !C++ !Python !Matlab !Rust !LabVIEW---
⚙️ Embedded & Edge AI
!TensorRT !CUDA !ONNX Runtime !Jetson !Orin !RKNN !Hailo !DeepX !ARM SoCs !Embedded Linux---
🤖 AI / ML / LLMs
!PyTorch !TensorFlow !scikit-learn !vLLM !DeepSpeed !LoRA !Quantization !Model Compression---
🔍 Vector Search & RAG
!FAISS !RAG !Embeddings !Vector DB !ChromaDB !Milvus !Agentic AI !HITL---
📦 Tools & Platforms
!Docker !Git !GitLab CI !ROS !ROS2 !Anaconda !Ubuntu !NVIDIA Nsight !OpenCV !IPG CarMaker !MATLAB !Simulink---
🔧 Hardware
!NVIDIA Jetson !DRIVE !RKNN !Hailo NPU !Raspberry Pi !Custom SoCs---
🏆 Vision & Mission
I am developing deep expertise in AI inference and edge computing, with a focus on enabling high‑performance, real‑time AI on embedded hardware.
I work on real‑world AI systems across:
- Autonomous systems and intelligent mobility
- Robotics and industrial automation
- Medical imaging and smart healthcare devices
- Smart cameras and vision systems
- Commercial UAVs and intelligent edge platforms
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📫 Connect With Me
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📊 GitHub Stats
!Rahul's GitHub Stats-
ADRC ★ PINNED
Edge AI : Autnomous Driving Remote Control Operations.
C++ ★ 0 3mo agoExplain → -
Deeplearning ★ PINNED
No description.
Python ★ 0 5mo agoExplain → -
DriveAGI ★ PINNED ⑂
[CVPR 2024 Highlight] GenAD: Generalized Predictive Model for Autonomous Driving & Foundation Models in Autonomous System
★ 0 1y agoExplain → -
RoboSense-Fusion ★ PINNED
ROS2‑based Multi‑Sensor Perception Framework in Modern C++
C++ ★ 1 2mo agoExplain → -
Automotive_CyberSecurity ★ PINNED
No description.
C ★ 2 1y agoExplain → -
goodle ★ PINNED
Search your folder like Google — instantly and privately.Great for students, note‑takers, and office users.
Python ★ 2 5d agoExplain → -
reComputerJ4011_BSP_with_OTA
Industrial‑ready BSP + OTA (A/B) workflow for Seeed reComputer J4011 (Jetson Orin NX)
Shell ★ 6 3mo agoExplain → -
EmbeddedSystems
All About Embedded Systems
C ★ 2 1d agoExplain → -
Mini_RAFT
Lightweight Mini‑RAFT stereo depth → virtual LiDAR for Jetson Orin NX.
Jupyter Notebook ★ 2 2mo agoExplain → -
CRF_Edge
CRF Edge NLP Pipeline
Jupyter Notebook ★ 1 24d agoExplain → -
professional_Certifications
All professional Certifications which does not have links.
★ 1 1mo agoExplain → -
DepthFinder
Using Sensor how to find Depth of an Object. Here we consider two sensors, Ultrasonic and Camera.
C++ ★ 1 2mo agoExplain → -
jetson-j40-bsp-base
jetson-j40-bsp-base, incorporating your new line about CUDA, DeepStream, Python LLM/RAG stacks, ONNX, and C++ engine support — but written in a way that sounds like a real BSP provisioning layer used in production environments.
Shell ★ 0 1mo agoExplain → -
crf_edge_deployment
Deploying all codes into remote Jetson devices. Enable CI/CD for the CRF Edge Project.
Shell ★ 0 19d agoExplain → -
Embedded-Engineering-Roadmap ⑂
A comprehensive roadmap for aspiring Embedded Systems Engineers, featuring a curated list of learning resources.
★ 0 16d agoExplain → -
RahulAloth
No description.
★ 0 18d agoExplain → -
inference_builder ⑂
A tool for generating python inference pipeline
Python ★ 0 19d agoExplain → -
COSMoS ⑂
CDISC Conceptual and Operational Standards Metadata Services (COSMoS)
★ 0 1mo agoExplain → -
Linux_for_Tegra ⑂
Seeed Jetson reComputer && reServer default Image source code.🎁 🎁 🎁
C ★ 0 1mo agoExplain → -
modern_cpp
CPP 11/14/17/20, Concurrrency, Design Patterns in Modern C++
C++ ★ 0 2mo agoExplain → -
Rust
All about RUST
★ 0 2mo agoExplain → -
inference-engineering-roadmap
readme
★ 0 2mo agoExplain → -
detectron2 ⑂
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
★ 0 3mo agoExplain → -
navigation2 ⑂
ROS 2 Navigation Framework and System
C++ ★ 0 3mo agoExplain → -
aistatt
All about Aistatt documentation.
★ 0 3mo agoExplain → -
generative-ai-for-beginners ⑂
21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Jupyter Notebook ★ 0 3mo agoExplain → -
isaac_ros_sipl_camera ⑂
NVIDIA-accelerated ROS 2 camera drivers on Jetson via Nvidia Sensor Input Processing Library (SIPL) cameras framework
★ 0 3mo agoExplain → -
ros
ROS/2 Tutorials
Python ★ 0 5mo agoExplain → -
FaceDetection
Face and Feature Detection Algorithm
Python ★ 0 5mo agoExplain → -
IsaacLab-Arena ⑂
Isaac Lab - Arena is a robotics simulation framework that enhances NVIDIA Isaac Lab by providing a composable, scalable system for creating diverse simulation environments and evaluating robot learning policies. The framework enables developers to rapidly prototype and test robotic tasks with various robot embodiments, objects, and environments.
★ 0 5mo agoExplain → -
BMS
All About Battery Management Systems
★ 0 6mo agoExplain → -
LPIC
✅ Linux Foundation, LPIC‑1, LPIC‑2 Exam Preparation
★ 0 6mo agoExplain → -
ros2_documentation ⑂
ROS 2 docs repository
Python ★ 0 6mo agoExplain → -
artificial-intelligence-foundations-neural-networks-4381282 ⑂
This is a code repository for the LinkedIn Learning course Artificial Intelligence Foundations: Neural Networks.
★ 0 1y agoExplain → -
autoware ⑂
Autoware - the world's leading open-source software project for autonomous driving
Dockerfile ★ 0 7mo agoExplain → -
lerobot ⑂
🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning
★ 0 8mo agoExplain → -
Mender_integration ⑂
Mender backend services integration.
Python ★ 0 9mo agoExplain → -
Unsupervised-Learning
No description.
Python ★ 0 1y agoExplain → -
ML_AdvancedAlgorithms
No description.
Python ★ 0 1y agoExplain → -
vortrac ⑂
Vortex Objective Radar Tracking and Circulation
★ 0 2y agoExplain → -
CortexMxProgramming ⑂
Repository for Udemy course : Embedded System Programming on ARM Cortex Mx
★ 0 1y agoExplain → -
ML_Classifications
ML Classification examples
Python ★ 0 1y agoExplain → -
openAUTOSAR ⑂
This repository contains the contribution of an "AUTOSAR Classic Playground" from Da Vinci Engineering GmbH to the open-source community. It has to be considered a continuous work in progress.
★ 0 4y agoExplain →
No repos match these filters.