Martin Shameti
Featured Projects
Image Classification with SigLIP
Implemented image classification using SigLIP model, focusing on real estate space identification.
API Testing Platform
Developed a web-based API testing platform similar to Postman/Insomnia, built with Angular. Features include test execution with backend integration for comprehensive API testing workflows.
Vision Language Models Integration
Experience with vLLM implementation and various vision language models, focusing on efficient deployment and optimization.
Technical Expertise
Cloud & Infrastructure
Extensive experience with AWS and Terraform, specifically:
- EC2, Containers, Lambda, and Fargate
- DynamoDB and API Gateway implementation
- GPU cluster configuration
- AWS Inferentia deployment
Search & Database
Deep expertise in Elasticsearch, including:
- Query optimization
- Performance tuning
Mobile & Web Development
- React Native and Expo development
- Experience advocating for React Native adoption in enterprise environments
Runtime & Performance
- Significant experience with Bun runtime
- Contributed to Bun's development by identifying and reporting memory leaks in fetch implementation