Email signature generator
Built with Claude Code, simplified and standardised the adoption of the branded signature, delivered through a user-friendly application.
Aleksandra Karnoz
Marketing and Technology Leader, exploring where creativity, curiosity, and AI meet.
Marketing work, shaped by curiosity.
Aleksandra works across marketing strategy, brand, and events, with a growing focus on where technology and digital tools fit into that mix, at Expert Technologies Group.
- Brand
- Shaping how the company shows up, from visuals to voice.
- Events
- Building relationships and representation at industry events.
- Digital
- Managing the websites, campaigns, and channels that carry it all.
BSc Psychology
University of Warwick. Final mark: 2:1.
Marketing Intern
Joined Expert Technologies Group in Coventry.
Marketing and Technology Leader
Progressed from the internship into her current role.
Working with AI, Practically.
Practical work
Aleksandra is genuinely curious about how far AI can push marketing itself, not just content creation, but automation, reporting, and the effectiveness of strategy more broadly. That’s pushed her beyond chat-based AI tools and into IDE and CLI environments.
Freelancer landing page
Built and deployed a landing and portfolio page for a freelancer using Claude Code, Vercel, and Supabase.
Lead organisation tool
Built a tool to manage post-event lead allocation, using Claude Code.
JobZeek, in development.
Your job search, in one flow.
Built for marketing roles in fintech, SaaS, and tech.
MVP / 90% COMPLETE
Jobs that meet your criteria
Automatic matching uses your location, seniority, sector, keywords, and sponsorship needs.
Context for each opportunity
AI uses your CV and interview notes to rate role fit and sponsorship likelihood.
Apply, then stay organised
Use the AI CV writer and job application tracker without leaving the workspace.
My AI Roadmap
Context engineering
Now working with context engineering: structuring markdown documentation so an AI agent understands a project properly before building anything.
Chatbot AI
Coding environments
Context engineering
MCP connections
Structured data
Instructions / context
Neo4j graph
Chained tasks
- 1
Chatbot AI and prompt engineering
Started with chatbot-based AI and prompt engineering, learning how to ask well and structure requests to get useful output.
- 2
Coding environments
Moved into coding environments, working through an IDE rather than a chat window.
- 3
Context engineering
Now working with context engineering: structuring markdown documentation so an AI agent understands a project properly before building anything.
- 4
MCP connections
Exploring MCP (Model Context Protocol) to connect projects directly to other tools, like Figma, enabling more automation and a higher standard of output across the workflow.
- 5
Structured data
Testing how structured data changes an AI agent’s answers, comparing plain documentation against structured formats like YAML.
- 6
Instructions and context
Separating instructions from context: keeping “how the agent should behave” clearly apart from “what it needs to know.”
- 7
Neo4j knowledge graph
Building a knowledge graph in Neo4j, mapping how a project's information actually connects, and having an agent query it directly rather than reading full documents.
- 8
Multi-step tasks
Chaining that together into multi-step tasks: querying, summarising, and drafting in sequence.
Thoughtful about the work around the work.
Ownership with context
Takes real ownership of projects, planning thoroughly and adapting as priorities shift.
Making complexity clear
Brings an outsider eye to engineering content, helping keep specialist material understandable for non-specialist audiences.
Growing through feedback
Takes feedback well, and treats it as part of getting to a better outcome rather than a personal steer to defend against.
Curiosity has a long history.
Trend literacy
Built a TikTok account with 1.2 million likes, with multiple videos passing 3 million views.
Photography
Travels and shoots regularly. At Warwick Photography Society, served as Vice President and Social Media Manager, and taught members Lightroom.
Technology and business history
A sustained interest that started with gaming hardware and has grown into following the semiconductor and AI infrastructure space more broadly, through books like Chip War and Power Play.
Society marketing
As Head of Marketing for Warwick Russian-Speaking Society, ran content strategy, analytics, event promotion, and engagement workshops.