INNOVATING AT THE INTERSECTION OF

ROBOTICS AND AI

Bridging physical automation with intelligent language models for the next generation of smart systems

Saroj Debnath

Saroj Debnath

Building intelligent robotic systems with advanced computer vision and deploying production-ready LLM solutions. Expert in bridging cutting-edge AI research with real-world industrial applications.

Robotics Portfolio

Advanced robotic vision systems, automation solutions, and industrial applications.

View Projects

LLMOps Portfolio

Production-ready LLM solutions, RAG systems, and enterprise AI applications.

View Projects
Udemy

Mentoring

--
Minutes Taught

Student Reviews

Robotics Portfolio

Advanced robotic vision systems and automation solutions

Loading Robotics Projects...

Please wait while we load the project data.

LLMOps Portfolio

Production-ready LLM solutions and enterprise AI applications

Loading LLMOps Projects...

Please wait while we load the project data.

Technical Expertise

Core competencies in robotics, vision, and AI operations

Robotic Vision

  • • Computer Vision & Image Processing
  • • 3D Vision & SLAM
  • • Robot-Camera Calibration
  • • Real-Time Object Tracking
  • • Visual Servoing

Deep Learning

  • • CNN & Transformer Architectures
  • • Object Detection (YOLO, R-CNN)
  • • Semantic Segmentation
  • • Anomaly Detection
  • • Model Optimization & Quantization

LLMOps

  • • Fine-Tuning (LoRA, PEFT)
  • • RAG Systems & Vector DBs
  • • Prompt Engineering
  • • LLM Evaluation & Monitoring
  • • Cost Optimization & Serving

Robotics

  • • ROS / ROS2
  • • UR5, ABB, KUKA Robots
  • • Motion Planning & Control
  • • Gripper & Sensor Integration
  • • Industrial Automation

AI/ML Stack

  • • PyTorch, TensorFlow, JAX
  • • OpenCV, scikit-image
  • • Hugging Face, LangChain
  • • MLflow, Weights & Biases
  • • CUDA, TensorRT, ONNX

DevOps & Cloud

  • • Docker, Kubernetes
  • • AWS, Azure, GCP
  • • CI/CD Pipelines
  • • Vector Databases (Pinecone, Weaviate)
  • • Monitoring & Observability

Professional Experience

My journey in robotic vision engineering and LLMOps

Loading experience data...

Research & Publications

Contributing to the field of computer vision and AI

Loading publications data...

Get In Touch

Let's collaborate on innovative projects