Alla Nesterova
@allanesterova
I build end-to-end AI products with RAG, evals, and usable interfaces.
GreeceWhat I'm looking for
I build AI products end to end, from retrieval and evaluation to the interfaces people actually use.
For four years at Hailo, an edge-AI chip company, I owned a customer-facing SDK application, including features, releases, and cross-team dependencies. I built model-visualization tooling and a live-stream camera configuration app for real-time adjustments against running video feeds.
I also built docs-copilot, a live, open-source RAG assistant over Vercel AI SDK documentation. It uses structure-aware chunking, cross-encoder reranking, and an eval set that makes refusal designed behaviour rather than an accident.
Earlier, at EPAM Systems, I developed financial-markets data visualizations and delivered the Klitschko Foundation website with React, Umbraco, and MongoDB. I work remotely from Athens with full EU-timezone overlap.
Experience
Work history, roles, and key accomplishments
• Sole owner of a customer-facing SDK application, managing features, releases, and cross-team dependencies.
• Developed model-visualization tooling to demonstrate neural network behavior on-device for customers.
• Created a live-stream camera configuration app, enabling real-time adjustments against a running video feed.
• Collaborated with firmware and product teams, running demos for auto
• Developed data-visualization modules for a financial-markets platform in collaboration with the client’s engineering team.
• Successfully delivered the Klitschko Foundation website using React, Umbraco, and MongoDB.
• Progressed from a trainee to a full software developer within eight months, showcasing rapid skill development.
Provided financial services advisory support.
Served as Chief Accountant at Artificial Core.
• Developed and maintained the public product site and internal tools for a game-development studio.
• Automated accounting and reporting workflows using JavaScript, significantly reducing manual data entry.
Education
Degrees, certifications, and relevant coursework
Sumy State University
Bachelor's degree, Electrical and Electronics Engineering
2008 - 2011
Tech stack
Software and tools used professionally
Availability
Location
GreeceAuthorized to work in
Salary expectations
Job categories
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