KARTHIK
Karthik Narasimha Murthy
AI Engineer · DevOps & Cloud · Founder, Yantric Solutions
Final-year B.Tech student in Computer Science (AI & ML) and founder of Yantric Solutions. My objective is to build AI systems businesses can rely on — voice agents and automations backed by solid cloud infrastructure (Kubernetes, Terraform, AWS, Azure), so they keep working around the clock without someone watching them.
It began with wanting to know how things break.
Before any of the AI, there was a server that kept falling over. Fixing it by hand got boring fast, so I taught it to fix itself — Kubernetes that reschedules its own dead pods, Terraform that rebuilds a whole network from a file.
That habit stuck. Find the manual thing. Delete the manual thing.
So I kept collecting.
I am not loyal to any one stack. Intelligence on top, infrastructure underneath — the interesting work is almost always in the wiring between them.
Things that runwithout me.
An agent that makes phone calls. A coach that writes your workout before you wake up. A cluster that restarts its own dead pods. Same instinct, different layer.
- AI Voice Agent
- Personal Workout AI Assistant
- Kubernetes Auto-Healing Platform
- Automated Cloud Infrastructure on AWS
Drag a sleeve aside →
AI Voice Agent
A Telugu voice agent that calls parents directly, acting as their child's class teacher.
Personal Workout AI Assistant
A personal AI coach that writes your daily workout plan into Notion before you wake up, adapting it to how your previous sessions went.
Kubernetes Auto-Healing Platform
Developed an AI-powered self-healing DevOps platform in Python to monitor Kubernetes infrastructure and automate incident remediation. Implemented Horizontal Pod Autoscaling and self-healing Kubernetes deployments for improved application availability.
Automated Cloud Infrastructure on AWS
Architected full AWS network infrastructure — VPC, subnets, NAT gateways, VPC peering — entirely via Terraform IaC, enforcing version-controlled and auditable cloud environments. Eliminated all manual AWS Console interactions, enabling repeatable provisioning and reducing infrastructure setup time by ~70% compared to manual configuration.
Then one of them calledsomebody's mother.
A voice agent that rings parents in Telugu and tells them how their child is doing at college. Not a demo — a real phone call, in a real language, to someone who has no idea they are talking to a machine.
That was the moment infrastructure stopped being the point and became the floor. Everything I had learned about keeping systems alive was suddenly in service of a conversation.
- 01
A student record changes
Attendance and marks for the CSM branch at DIET.
Python - 02
The model decides what to say
Works out what actually matters this week, and how to put it kindly.
GPT - 03
It is spoken in Telugu
Tenglish, in the register a class teacher would really use.
Sarvam TTS - 04
The phone rings
A real call to a real number, not a demo line.
LiveKit · Vobiz SIP - 05
The reply comes back
The parent speaks; it transcribes and answers in turn.
Sarvam STT - 06
Everything is logged
Recording and parent feedback land on the dashboard.
Dashboard
Student, then operator,then founder.
Computer Science Engineering
Dadi Institute of Engineering & Technology
- B.Tech in Computer Science – AI & ML specialization (Current 4th Year).
- Academic foundation in core algorithms, software engineering, and machine learning models.
- Maintained a strong CGPA of 7.8/10.
DevOps Learning Journey
Self-Driven & Collaborative Projects
- Mastered Linux administration, server configurations, and networking fundamentals.
- Authored Bash and Shell scripts to automate repeatable system tasks.
- Began working with Jenkins and GitHub Actions workflows for automated software builds.
Cloud Technologies
AWS & Azure Provisioning
- Gained hands-on experience deploying cloud instances, load balancers, and static hosting.
- Configured secure network topologies including VPCs, NAT Gateways, Subnets, and IAM policies.
- Implemented cloud service bindings on Microsoft Azure and Amazon Web Services (AWS).
Infrastructure Automation
Terraform & Ansible Integration
- Adopted Infrastructure-as-Code (IaC) principles to define infrastructure as declarative config files.
- Built multi-AZ networks with Terraform, eliminating console clicks and reducing setup times by ~70%.
- Authored Ansible playbooks to auto-configure EC2 instances with Minikube, Docker, and dependencies.
AI Agent Builder
Building Autonomous AI Systems
- Developed AI agents powered by LLMs for workflow automation.
- Integrated APIs, databases, and external tools into autonomous agent pipelines.
- Built voice agents, chatbots, and multi-agent systems to reduce repetitive manual work.
Founder & CEO, Yantric Solutions
Voice agents and chatbots that cut costs for businesses and work 24/7 like a human assistant
- Founded an AI automation company focused on Voice AI and conversational agents.
- Designing AI assistants for customer support, lead generation, and business operations.
- Building scalable AI solutions that operate continuously with minimal human intervention.
Now I build thesefor other people.
Yantric Solutions — voice agents and assistants that answer at 3am so nobody has to. If you have a repetitive thing that eats your week, I probably want to hear about it.