Oleg Kozlov

Services

Agent-Driven Development

Multi-stage agent driven development. New projects, and integration into existing team workflows.

Google Cloud Platform

Infrastructure setup and management services for startups and mid-sized companies. Integration with Vertex AI service for AI-driven applications.

MCP

MCP Servers

Development of custom MCP servers, integration with AI models to support mission-critical AI workflows.

AI

Scaling AI Workflows

Setting up high throughput, low-latency AI workflows, open source LLM models, vector databases, and more.

Startups

Technical Cofounder

Cofounder / Principal Founding Engineer - taking charge of the technical side of your startup so you can focus on business growth.

Embeddings

Semantic Search

Creating text/image/video embeddings and vector databases to implement semantic search capabilities.

Projects

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Completed

February 20, 2025

Large-Scale Search Platform

Low‑latency search platform for a social media application (full text + vector/semantic + geo) on GCP with real‑time ingestion pipelines and massive scale.

ElasticSearch Semantic Search Embeddings +4 more

Completed

January 30, 2024

Podcasts Semantic Search

An end-to-end semantic search capability that turns long-form podcast audio into searchable, attribution-ready text snippets at sentence/paragraph granularity.

Vectors Embeddings AWS +4 more