Karthik Vinayan

Founding Software Engineer

Currently @ Omni RPA Inc

Experience

Omni RPA Inc

Jun 2024 - Present

Founding Software Engineer • San Jose, CA

Building agentic AI systems with LLMs and Knowledge Graphs for enterprise automation. Led full-stack development, DevOps, and system architecture.

Digital University of Kerala

Oct 2023 - Dec 2023

Research Intern • Thiruvananthapuram, IN

Engineered YOLOv8 computer vision model for real-time tomato ripeness detection in production.

Education

Vellore Institute of Technology

Sep 2021 - Aug 2025

B.Tech Computer Science and Engineering • Chennai, IN

St. Thomas Central School

Jun 2009 - Mar 2021

AISSCE - PCM with Computer Science • Thiruvananthapuram, IN

Skills

Languages: Python (Pandas, NumPy, TensorFlow, PyTorch), C, C++, Java, SQL

AI/ML: TensorFlow, PyTorch, LLMs, Computer Vision, Machine Learning

Data & Cloud: BigQuery, AWS, Azure (AZ-104), GCP

Dev Tools: Git, Docker, RESTful APIs, Flask, RAG, GraphDBs

Sidequests

Python Data Engineering Consultant

Built web scraping pipelines, ETL systems, and Flask APIs for data automation

ADAS Prototype Development

Led team building Raspberry Pi ADAS buggy with computer vision

ML & AI Experiments

Diverse ML projects: loan prediction, style transfer, multi-agent chat

CONTACT

karthikvinayan57@gmail.com

Hyderabad, IN

linkedin.com/in/karthik-vinayan

STACK

Python • TensorFlow • PyTorch

LLMs • Knowledge Graphs

Docker • Kubernetes • CI/CD

AWS • Azure • GCP

STATUS

Founding Software Engineer

@ Omni RPA Inc

Jun 2024 - Present

EDUCATION

VIT Chennai

B.Tech CS - AI & ML

Sep 2021 - Aug 2025

RECENT

LLM Agent Workflows

NebulaGraph + contextual adaptation

Computer Vision

YOLOv8 tomato detection

CERTS

Azure AZ-104 Administrator

AWS Cloud Practitioner