Out-of-the-box LLMs often fall short when faced with data outside their training scope, struggling to meet specific business objectives without proper fine-tuning and retrieval-augmented generation (RAG) or knowledge graph implementations.
RAG
Enable AI to consult your unique knowledge base, offering contextually relevant responses for specific scenarios. Combine latest advancements in embeddings and vector databases for best performance.
LLM fine tuning
Customize response mechanisms to infuse your AI with a personalized “voice" and refine answers more with custom Q&A dataset.
Serverless architecture
To optimize performance and costs for any business size and constantly changing usage demands we offer both dedicated cloud infrastructure deployments as well as serverless architecture.
Knowledge Graph
Establish meaningful semantic connections among data points with rich metadata, enhancing AI performance beyond basic RAG applications. Multi-layer knowledge tree helps significantly improve model answers.
Monitoring & Improvement
Implement an ongoing feedback system to ensure your AI remains dynamic and evolves with your needs.
PROJECTS
SOAKY: AI-powered app for podcast summaries that unlocks the wisdom of the world’s leading podcasts in minutes. It leverages AI to provide concise summaries in both text and audio formats, allowing users to quickly grasp key insights, enjoy personalized summaries, and explore content in innovative ways.
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Speech -To-Text solution
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LLM Multi Step Summaries
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Fully Automated Backend
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Advanced Personalization Features
Natural Text-To-Speech Voice
Comprehensive Support from Concept to Production
Strategy
&
Architecture
MVP
Creation
Production Deployment
Monitoring
&
Optimization
Overcome the Limitations of Generic LLMs
Laurynas Rekasius
AI ENGINEER
I specialize in crafting advanced end-to-end applications that elevate LLM performance through innovative techniques like RAG, Knowledge Graph integration, and model fine-tuning. My passion lies in harnessing AI's power to create impactful, user-centric solutions that address complex problems and deliver real-world results.
