Dhvani Patel SERA · Case Study
SERA
AI Career Platform UX/UI Agentic Experience Product Design March, 2026

SERA

An AI career companion for designers, helping them build stronger portfolios, prepare for interviews, and navigate what comes next.

Sera AI chat interface: 'Hello, I am Sera' welcome screen with Portfolio Synthesis, Interview Prep, Career Growth, and Career Aptitude Test options
What is Sera?

We have AI that can generate interfaces in seconds. Yet becoming a better designer still feels like navigating in the dark.

Sera is an AI-powered design career companion that empowers designers to build stronger portfolios, prepare for interviews, identify skill gaps, and navigate career growth through personalised mentorship and visual workspaces.

The problem

Career growth shouldn’t feel like piecing together a puzzle.

Designers rely on scattered resources, making career growth fragmented and overwhelming.

Career growth is fragmented

Designers are expected to manage portfolios, interviews, skill gaps, career direction, feedback, mentorship, and opportunities across disconnected resources.

Portfolio
Skill gaps
Scattered feedback
Interview prep
Mentorship
Career direction
Too many tools
Unclear next steps
Disconnected resources
Finding relevant opportunities
Research

Understanding the landscape before defining SERA

We started by looking at how existing platforms support people across learning, career growth, mentorship, and professional development.

Who’s already solving parts of this journey?
Who we spoke to

Three perspectives across the career journey

To understand how people navigate career growth, we spoke to people at different stages of their professional journey.

01

Students

Exploring what comes next

People who are still figuring out their direction, exploring career opportunities, and trying to understand which skills and paths are right for them.

We wanted to understand

How do people make career decisions when they’re still figuring out where they want to go?

02

Early-career designers

Building experience and finding direction

Designers who have entered the industry and are actively building their portfolios, preparing for opportunities, and figuring out how to grow.

We wanted to understand

What makes it difficult to turn existing experience into meaningful career growth?

03

Working designers

Navigating what’s next

Designers with professional experience who are considering their next move — whether that’s changing roles, specialising, or pursuing new opportunities.

We wanted to understand

How do experienced designers decide what their next step should be?

Across these perspectives, we were looking for the patterns behind career uncertainty.

Insights

Different career stages. Surprisingly similar gaps.

Looking across the career journey and the existing ecosystem, several recurring gaps emerged in how people are guided, supported, and kept moving forward.

Between-session support dropoff

Support disappears after meetings, leaving users without structure, momentum, or accountability in their day-to-day progress.

No persistent career memory

Career platforms often reset between interactions instead of maintaining an evolving understanding of the person's goals, experience, and progress.

Advice without execution systems

Good recommendations are often provided without a built-in environment for practice, measurement, and iteration.

Fragmented tool ecosystem

Resumes, applications, interview preparation, courses, mentors, and career resources often live in separate places.

Readiness blindness

People can struggle to understand whether they are actually prepared, competitive, or ready for their next opportunity.

Lack of proactive guidance

Most systems wait for users to ask for help instead of recognising when momentum is dropping, a gap is emerging, or an opportunity is approaching.

These gaps pointed to a bigger opportunity: career support needed to be continuous, contextual, and actionable.

Iterations

From scattered ideas to a clearer system

We explored different ways SERA could turn career guidance into something more actionable, contextual, and connected.

Exploring the guidance model

Exploring how SERA could guide users through portfolio development and career decisions.

Exploring the system structure

Exploring how different career needs could come together within one connected experience.

The direction became clearer: SERA shouldn't just recommend the next step. It should help people understand it, act on it, and carry that context forward.

The Sera System

Four workspaces, one companion

Portfolio Diagnostics
What's working
  • Strong visual hierarchy
  • Clean interface layouts
  • Consistent design language
Gaps & improvements
  • Value proposition unclear
  • Missing case study depth
  • Weak hiring signals
Live Interview Simulation
Design Hiring Manager Mode

The coach is now evaluating your live responses.

Timer 03:24Audio active
Target Career Profile
Current role

Product Designer · 2 years

Target role

Senior Product Designer

Design Competency Profile
You are an ownership-driven problem-solver

Thinking · Impact · Clarity · Structure · Curiosity

Portfolio Synthesis analyzes research, storytelling, visual hierarchy, and hiring signals to deliver actionable feedback.

Portfolio Synthesis

Your journey to a recruiter-ready portfolio.

Portfolio Synthesis
Diagnostics
  • Research analysis
  • Storytelling
  • Visual hierarchy
  • Hiring signals
Recommendations
  • Case study fit
  • New project ideas
  • Portfolio direction
Coverage
  • Strengths
  • Skill gaps
Roadmap
  • Milestones
  • Timelines
  • Deliverables
Step 1

Portfolio Synthesis analyzes research, storytelling, visual hierarchy, and hiring signals to deliver actionable feedback.

Interview Prep

Your journey to ace every design interview.

"Tell me about a project where you had to change direction."

AI Interviewer · Design Hiring Manager Mode

Timer 03:24Audio active
Step 1

Practice realistic voice-to-voice interviews where the AI adapts, evaluates, and coaches you in real time.

Career Growth

Your personalised roadmap to become a better designer.

01
Understand You
We analyze your background, current skills and career goals.
02
Identify Gaps
We pinpoint the skills and experiences you need to grow.
03
Personalized Roadmap
Get a custom plan with clear steps and learning paths.
04
Learn. Practice. Build.
Curated resources, hands-on projects and real-world practice to level up.
05
Grow & Achieve
Track progress, celebrate wins and move closer to your dream role.

Career Aptitude Test

Discover your strengths. Find the roles that fit you best.

82
Aptitude Score
You excel in
Problem Solving Design Thinking Communication
Top career matches
Product Designer
92%
UX Researcher
88%
Interaction Designer
85%
The Design Question

How much should AI do?

Do Everything

The designer stops thinking. Little is left to learn.

Guide the Designer

Sera prompts, questions, and coaches; the designer still does the work.

Guidance over replacement.

One of the hardest decisions was deciding where AI should step back. If Sera solved every problem for the user, there would be very little learning left. The product had to guide thinking, not replace it.

Design Challenge

Introducing AI without overwhelming users

The challenge wasn't building AI features, it was making them feel familiar, trustworthy, and integrated naturally into a designer's existing workflow.

Design Challenge

Knowing when to stop helping

Deciding where Sera should step back was one of the hardest calls, the product had to guide thinking rather than replace it.

What worked well

Breaking career growth into manageable steps

Most career advice tells designers what they should improve. Sera focuses on what they should do next. Splitting the journey into dedicated workspaces made overwhelming goals feel achievable.

Pain point

Every portfolio review tells me what's wrong, but nobody explains how to actually improve it.

Pain point

Everyone gives different advice, and I don't know which feedback actually applies to me.

Future scope

Explore additional ideas

  • Industry Benchmarking
  • Industry Knowledge Packs
My Role

What I contributed

Product Design UX/UI Research AI Experience Interaction Design

Sera was designed as a three-person team project. This page documents my individual design work within that collaboration, from the research and problem framing through to the interaction and AI-experience decisions above.

SERA

Helping designers figure out
what comes next.