UX DESIGNER · DESIGNING FOR AI

Designing for AI — not just with it.

I'm Siddharth, a UX designer exploring agentic workflows, AX design, and the future of human–AI interaction. I turn user research into practical, intuitive products that feel effortless to use.

AI-nativeDesign focus
End-to-endResearch → UI
SELECTED WORK

Case studies

End-to-end product design across AI tools, mobile, and dashboards — from research and personas to final UI and usability testing.

Multi-Agent SaaS · 4 weeks

DesignForge AI

A multi-agent workspace that turns a product idea into a validated prototype — research, personas, flows, UI, and accessibility — with humans in control of every decision.

View case study →
ABOUT

My story

UX designer focused on creating simple, intuitive digital experiences. I enjoy understanding user problems through research and turning insights into practical design solutions.

My approach combines empathy, clarity, and usability to make products feel effortless to use. I specialize in wireframing, prototyping, and testing to solve real usability challenges — and I'm constantly learning and refining my process to design experiences that truly serve users.

EmpathyClarityUsabilityResearch-led
CAPABILITIES

Skills & tools

A full-stack design process — from understanding the user to shipping a tested, accessible interface.

Research & Strategy

  • User research & interviews
  • User personas
  • User flows & journeys
  • Competitive analysis
  • Information architecture
  • MVP & feature prioritization

Design & Prototyping

  • Wireframing
  • High-fidelity UI
  • Interaction design
  • Design systems
  • Figma
  • Responsive design

Validation & AI

  • Usability testing
  • Heuristic evaluation
  • Accessibility (WCAG)
  • AI & AX design
  • Human-in-the-loop UX
  • Trust & confidence patterns
← All workDesignForge AI
CASE STUDY · MULTI-AGENT SAAS

DesignForge AI

A multi-agent SaaS platform that transforms a product idea into a validated prototype — handling research, personas, user flows, wireframing, UI generation, accessibility reviews and design critique in one connected workspace.

RoleUX / UI Designer
Duration4 weeks
TypeSaaS Web App
ToolFigma
View Figma prototype ↗
Overview & problem

Most product teams lose weeks moving from an idea to a prototype — juggling Figma, Notion, Miro, ChatGPT and spreadsheets with no connecting layer, and struggling to trust AI output enough to present it to stakeholders.

The goal was a multi-agent workspace that automates the idea-to-prototype pipeline while keeping designers and product managers in full control of every decision that matters.

Target users

  • UX & product designers in fast-moving teams
  • Product managers validating ideas without a large team
  • Startup founders moving from brief to prototype
  • Agencies & innovation teams running rapid sprints

The goal

Automate the pipeline across eight specialist agents — research, persona, feature strategy, UX flow, wireframe, UI, accessibility and design critic — while keeping a human approval gate at every stage.

User persona
Riya Sharma
29 · Senior UX Designer, B2B SaaS startup

Goals

  • Go from brief to testable prototype in a week
  • Back every decision with visible research
  • Spend more time on high-order design thinking

Pain points

  • Juggles 4–6 disconnected tools
  • Skips personas under deadline pressure
  • AI output feels generic and hard to defend
User flow
01

User enters a product idea or uploads a brief

02

Research Agent runs competitor, market and gap analysis

03

User reviews and approves research before moving on

04

Persona Agent generates personas; user approves or revises

05

Feature Strategy Agent proposes an MVP and priority roadmap

06

UX Flow Agent builds information architecture and journeys

07

Wireframe and UI agents generate low- then high-fidelity screens

08

Accessibility (WCAG) and Design Critic agents review quality

09

User reviews the final prototype and exports to Figma

Final UI

Usability testing

Tested with 4 participants on an interactive Figma prototype. Users couldn't tell which agents had run, the confidence score lacked context, and approve / reject controls felt disconnected from the output they referred to.

  • Added a sequential pipeline view of agent order and stage
  • Added a tooltip and legend explaining confidence scores
  • Moved approve / reject directly beneath each output
  • Added a diff view of original vs. edited AI output

Key learnings

  • Agent transparency is a UX responsibility, not just engineering
  • Human-in-the-loop controls must appear exactly where needed
  • Confidence scores need a scale, a source and a next action
  • Design for failure states as carefully as the ideal flow
CASE STUDY · FINANCE DASHBOARD

WelthOS

A personal finance dashboard that helps users track expenses, manage accounts, and monitor financial goals in a simple, intuitive way.

RoleUX/UI Designer
Duration3 weeks
TypeWeb Dashboard
ToolFigma
View Figma prototype ↗
Overview & problem

Most people struggle to track where their money goes, understand their spending patterns, and manage multiple accounts in one place. Existing finance tools are often too complex, data-heavy, and not beginner-friendly.

The goal was a clean, user-friendly dashboard that simplifies financial tracking for both first-time and returning users.

Target users

  • Young professionals (20–35)
  • Freelancers managing multiple income sources
  • Beginners in personal finance

Design goal

  • Reduce information overload
  • Make financial data beginner-friendly
  • Balance aesthetics with readability
User persona
Naga Charan
27 · Marketing Executive

Goals

  • Track monthly expenses
  • Save more money
  • Understand spending habits

Pain points

  • Uses spreadsheets — too manual
  • Finance apps feel complicated
  • Hard to visualize where money goes
User flow
01

User logs in to the dashboard

02

Views the dashboard overview with key metrics

03

Checks balances across accounts

04

Analyzes expenses by category and trend

05

Sets and tracks financial goals

Wireframes
Final UI

Usability testing

  • Tested with 3 users on an interactive Figma prototype
  • Renamed sidebar items to be more intuitive
  • Reorganized the layout to prioritize key metrics at the top
  • Added spacing and section dividers for readability
  • Simplified data cards to reduce cognitive load

Key learnings

  • Prioritizing content matters more than adding features
  • Simple layouts improve usability more than complex visuals
  • Early wireframing caught structural issues before UI
  • Clear navigation and data hierarchy are crucial in dashboards
LET'S CONNECT

Let's build something users love.

I'm open to UX design roles and collaborations. The fastest way to reach me is email or LinkedIn — I'd love to hear what you're working on.