I love helping people move forward.

“Aneta’s progress over the past year has been incredible. On a personal level, she leads people well on the projects she’s entrusted with and mentors newcomers - and I appreciate that she can objectively evaluate a newcomer’s quality and isn’t afraid to say they’re not good enough, which not everyone can do. Professionally she keeps moving forward too - actively seeking out new information and going to seminars on her own - and that progress is visible in the Agentic Search she implemented into our chatbots, which I consider a top achievement that pushes our chatbots ahead of the competition. Let’s not just praise ourselves - we didn’t quite nail the timing and pull-request reviews on one of the projects. But making mistakes is completely normal, we all make them, and what matters is learning from them and coming back stronger. She has enormous talent that just needs nurturing, and a good inner compass. A great future ahead of her. It’s a great honor to work with her.”

“I’ve been working with Aneta for nearly a year, primarily on chatbot projects and related technologies. From the start she came across as someone who knows exactly what she’s doing - she can get her bearings quickly even in a complex problem and find a solution that’s technically solid, thoughtful, and sustainable long-term. What I value most is her thoroughness and high quality bar: she won’t settle for something that merely works. She looks for a way to do it right, efficiently, and with the project’s future development in mind. Her implementations are often a reference point I build from - and I regularly learn from them, because they combine deep expertise with practical experience and a genuine understanding of software development. Aneta also has a clear impact on how the whole team works. She can quickly identify the essence of a problem, separate the important tasks from the unnecessary ones, and set a clear next step. Thanks to that, work doesn’t stall in long debates but moves efficiently forward. Even in situations that would normally require extensive project changes, she’s able to propose and carry out major adjustments in a short time without compromising on quality. Collaboration with her is at the same time very pleasant and natural. She communicates openly, friendly, and without unnecessary formality, yet always to the point and professionally. She’s willing to advise, explain her perspective, and provides concrete, constructive feedback that genuinely moves you forward. Even though we don’t meet in person often due to distance, on a human level Aneta is a great partner you feel good working with - not only on work matters. I’d recommend Aneta without hesitation to any team or organization looking for a reliable expert able to take ownership, solve hard problems, and deliver at an exceptionally high level.”

“I took Aneta on at SCIO as a junior fullstack developer with an ML focus - and within months she was handling tasks I’d normally hand to a senior. Hybrid dense-sparse retrieval over 8 million articles, the RAG optimizer, a crowdsourced-annotation processing system, GPT finetuning, and cost optimization. She’s not just technically strong; she ships, end to end, from research to commercial release. In a five-person team ScioBot reached 60,000 users and 3,000 schools, and won AI Awards 2024. She’s moved on from us now, but if I were building the team again, I’d take Aneta in a heartbeat.”

“I see my collaboration with Aneta as one of those where you don’t have to be afraid to ask about anything. We’ve been working together on internal company projects for nearly a year: she builds chatbots as tech lead, hands me the API, and I wire it into the frontend on our internal website. What I value most about her is her speed and willingness to respond. When something isn’t working on the chatbot or I’m missing some information, I reach out and I get an answer practically right away, along with a solution. I don’t have to wait days for someone to get to it. You can simply rely on her part of the work, so I can focus on mine in peace. I’d recommend Aneta to anyone who needs a colleague you can always count on.”