SiaSearch: AI-powered Data Management platform

# Autonomous Driving

# Data Management

# B2B Saas

{SiaSearch}

{Autonomous Driving}

SiaSearch is a data management tool for visual AI, mainly for the developers in autonomous driving industry. It helps to explore, understand and share visual data at scale.

SiaSearch

[Context ]

In the world of self-driving cars, there is a lot of information being collected from sensors. However, many car companies can only use a small amount of this data because it's difficult to understand. SiaSearch helps to extract and utilize sensor data as efficiently as possible.

[ Collaborative Goal]

I was invitedto design an intuitive and user-friendly MVP that enables easy access and interaction with self-driving car data collected by sensors.

[ Problem ]

How might we help car companies make sense of their stored sensor data?

[ Deliverables ]

0-1 MVP , Components library

[ Project Duration & Timeline ]

Our Collaboration: January 2020 - September 2021 (19 months)→
🚀 🚀🚀 November 2021 Acquisition: SiaSearch is acquired by Scale AI

[ Company Milestones ]

Acquisition

In September 2025, Nostos Genomics was acquired by Limbus, the company behind the innovative varvis^® software for genomic data analysis.

Original MVP ( 2021)

Remastered ( Vibe-coded in Claude 2025)

Scope & My Role

I've led & executed the design of the Ember AI Agent, Analytics Hub feature and made IA & UX/UI improvements to the existing Energy management platform.

How we’ve built AION MVP

[ step 1 ]

Research & Exploration

In this first stage, my main goal was to dig deeper into the problem of genetic disease diagnostics and the industry status quo. I have talked to the main stakeholders, and our end users and researched all kinds of information on this topic. After that, I gained a deep understanding of user needs and how our MVP is going to make their life better.

[ step 2 ]

UX & Product Strategy

Based on the User research insights, together with the Product Manager and a Customer Success manager, we created a product vision that included the strategic roadmap, hi - level UX concepts, and a list of features to include in the product. We then formulated requirements and developed a product strategy that would guide our design decisions. User Needs + Business Goals = List of Key Features & Product Strategy.

[ step 3 ]

UX/UI Design

During the UX/UI design stage I developed the advanced UX for the features, defined within the Product Strategy. I have also worked on UI design while ensuring consistency with the brand identity. I also conducted extensive usability testing to ensure that the design was user-friendly and intuitive.

[ step 4 ]

MVP UX/UI optimization

We've been continuously optimizing the MVP by conducting user testing, gathering feedback from end-users, and identifying areas for improvement. This feedback allowed us to refine the design and address issues that came up during testing. We also focused on optimizing the platform's performance, including reducing load times and increasing the speed of data analysis.

What we’ve built

[ Submit Data]

Here, the Variant Scientist starts the analysis by submitting the necessary data like Patient's personal Data, Symptoms and also Patient's parents' data when necessary.

[ Analysis Results]

An overview of the genetic analysis results that includes different variables like related deseases and Gene-related information.

[ Gene detailed information]

There is also a more detailed information about a certain Gene is available, such as: related information about the presence of this gene in a family history, literature and sources on the analysis results, Clinical genetics interpretation guidelines and etc

[ ACMG ]

Here, the user sees the classification based on the guidelines of the American College of Medical Genetics and Genomics (ACMG). This information provides a transparent interpretation of genetic variants.

{Co-Founder & CEO @Nostos Genomics}

David Gorgan

“ Anna was our main Product Designer for a bit more than a year. During this time, she helped develop our highly technical web app into a full-fledged SaaS product. Anna's responsibility was creating and maintaining a smooth user experience and an interface that is user-friendly, that still fits industry best practices, and she achieved this excellently...”

How we’ve built it

{Heading title}