I'm an ex-founder and backend engineer passionate about building distributed systems and intelligent agentic workflows. I enjoy designing and scaling AI-powered systems that bring real utility to users — from LLM-based retrieval to multi-step workflow automation.
Most recently, I founded theved.ai, where I built:
- 🔍 A RAG system using Qdrant, BERT embeddings, and locally hosted LLaMA3/Mistral models via Ollama.
- 🤖 An agentic framework powered by GPT-4-mini and OpenAI’s Agents SDK, integrating Gmail, Google Calendar, Tasks, and Slack using MCP for unified natural language workflows.
- 🖥 A cross-platform app (Swift + Electron) for voice transcription, feeding audio memory into the RAG system for persistent, searchable knowledge.
The UI offers:
• Onboarding to connect user tools and grant API permissions.
• A chat interface for cross-tool data retrieval and workflow execution.
I also host an open-source AI builders community:
| Join the conversation | Slack | Code |
|---|---|---|
| AI tooling, Ved PRs, memes | Slack Invite | github.com/theved-ai |
- Languages: Python, Swift, SQL, Java
- AI/ML Stack: Transformers, Qdrant, Ollama, BERT, LLaMA3, Mistral, OpenAI Agents SDK, MCP
- Backend: FastAPI, PostgreSQL, Kafka, Docker, REST/HTTP streaming, Spring boot & reactive
- Tools: Electron, Git, AWS, GCP, Redis
I'm looking to join a fast-moving team working on AI agents, automation, or distributed infrastructure, where I can apply my end-to-end experience and continue learning at scale.
“How people interact with their personal data—and how to truly empower that with LLMs—is the question that drives my work.”