Karthik Vinayan

Software Engineer - AI/ML

Currently @ Omni RPA Inc

Experience

Omni RPA Inc

Jul 2023 - Present

Software Engineer - AI/ML • San Jose, CA

  • • Custom agentic AI solutions with LLM agents + Knowledge Graph
  • • Modular workflows with domain-specific LLM agents

Digital University of Kerala

Oct 2023 - Dec 2023

Research Intern • Thiruvananthapuram, IN

  • • YOLOv8 computer vision for real-time tomato ripeness detection

Education

Vellore Institute of Technology

2021 - 2025

B.Tech Computer Science - AI & Machine Learning • Chennai, IN

St. Thomas Central School

2009 - 2021

AISSCE - PCM with CS • Thiruvananthapuram, IN

Skills

Programming: Python, C++, Java, SQL
AI/ML: TensorFlow, PyTorch, LLMs, Computer Vision
Cloud: AWS, Azure (AZ-104), GCP, BigQuery
Tools: Docker, Git, Flask, GraphDBs

Projects

Loan Default Prediction

  • • ML model with feature engineering
  • • Credit risk scoring system
  • • AWS deployment with real-time API

Data Engineering Consultant

  • • Web scraping pipelines with Flask APIs
  • • Data cleaning and transformation
  • • Automated web servers

ADAS Development

  • • Raspberry Pi lane following prototype
  • • Hospital adaptation (pending publication)
  • • Real-time CV processing at 30fps

AI Chat Platform

  • • Multi-agent conversation system
  • • Vector database integration
  • • WebSocket real-time communication

Blockchain Analytics

  • • Smart contract interaction analysis
  • • Transaction pattern detection
  • • Real-time monitoring dashboard

Neural Style Transfer

  • • CNN-based artistic style transfer
  • • GPU-accelerated CUDA processing
  • • Interactive web interface