About Gravity Digital Solutions
Bridging the gap between cutting-edge AI research and real-world industry challenges through innovative, production-ready solutions.
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Karthik Sivakoti
Founder & CEO | AI Research Engineer
Karthik Sivakoti is the founder of Gravity Digital Solutions, bringing together a unique combination of advanced AI research expertise and 15+ years of deep industry experience in intelligent transportation systems.
With a Master's degree in Artificial Intelligence from The University of Texas at Austin, Karthik specializes in translating cutting-edge research in neural networks, computer vision, and deep learning into production-grade systems that solve real-world challenges in tolling, transportation, and infrastructure.
His work focuses on developing AI solutions that bridge the gap between academic innovation and industry deployment—creating systems that are not just technically sophisticated, but operationally robust, scalable, and ready for enterprise use.
Areas of Expertise
AI & Machine Learning
Advanced research and implementation in:
- Generative Adversarial Networks
- Computer Vision & ALPR
- Neural Compression
- Predictive Analytics
- Deep Learning Optimization
Intelligent Transportation
15+ years of domain expertise in:
- Electronic Tolling (AET/ORT)
- ALPR & Image Review
- Connected Vehicles
- Roadside Systems
- Back-Office Processing
Production Engineering
Building systems that scale:
- High-Performance Design
- Cloud Infrastructure
- MLOps & Deployment
- Real-Time Pipelines
- Enterprise Integration
Research to Production
Unique ability to bridge:
- Research to Applications
- POC to Production
- Theory to Operations
- Innovation to Value
- Cutting-Edge to Enterprise
Our Mission
At Gravity Digital Solutions, we believe that the most powerful innovations happen when cutting-edge research meets deep industry knowledge. Our mission is to develop AI solutions that don't just demonstrate technical brilliance in the lab—but deliver transformative value in production environments where reliability, performance, and scalability matter most.
We're building the future of intelligent infrastructure, one neural network at a time.