Saurav Kumar

Software Engineer AI & ML at Avathon

Handle

@saurav

Role

Software Engineer AI & ML

Company

Avathon

Location

Bengaluru, India

Open to

AI-driven systems for Computer Vision Application

About

I build AI-driven real-time computer vision systems for industrial safety, working with DeepStream, C++, OpenCV, optical flow, and object detection. I also develop GenAI systems with RAG, graph-based workflows, and autonomous multi-step reasoning.

Experience

• Software Engineer AI & ML at Avathon
  Jul 2025 to now - Bengaluru, India
  Resolved false-positive alerts in a real-time overcrowding-detection module by root-causing object-tracker ID fluctuation and cutting redundant tracked-object records approximately 90%. Built PTZ camera ego-motion compensation for a real-time industrial CV safety system using DeepStream, C++, and OpenCV.
• Software Developer Intern at SKIDIV Industries Private Limited
  Jan 2024 to Aug 2024 - Remote, India
  Developed a social media app for gamers with intelligent match-making by location, play style, and skill. Designed screens in Figma and built them with Flutter and Dart, established WebSocket connections for chat, and implemented audio and video calling features.

Education

• Indian Institute of Technology, Kanpur
  BTech, Minor in Computer Science & Major in Civil Engineering
  2021 to 2025

Skills

• C++
• Python
• PyTorch
• OpenCV
• NVIDIA DeepStream
• YOLOv5
• React
• Flutter
• Nodejs
• MongoDb
• Langchain
• LangGraph

Links

• LinkedIn
• GitHub

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