Shaivil

Shaivil Patel

AI Generalist & UI/UX Designer

Shaivil is an AI generalist and automation systems builder who maps the workflow, finds the friction, then builds the system. His work includes autonomous AI agents in n8n, constrained assistants and no-code RAG systems, and voice agents — plus rapid-prototyped products built with generative AI.

Hello, Folks!
Scroll to explore

Manifesto

I map the workflow.

I find the friction.

Then I build the system

that runs without waiting.

Shaivil turns messy, manual processes into systems that run themselves. By day, he's a UI/UX design intern prototyping interfaces with generative AI; independently, he builds autonomous agents in n8n, constrained AI assistants with no-code RAG, and voice workflows — always starting by mapping the workflow before automating it.

Projects

Eight projects from my LinkedIn: AI products, automation pipelines, assistants and this site.

Project 01 / 08

Jul 2026 – Present · Askstein Startup

AskStein – Product Strategy & Experience Design

Product strategy and UX for a citation-locked medical evidence platform.

Focus
Product strategy, user journeys and experience design
Contribution
Synthesised stakeholder feedback and documented product flows
Outcome
3x faster prototyping
Askstein Startup
Project 02 / 08

AI-assisted development

AI-Assisted Full-Stack Product Development

Working web prototypes built through AI-assisted development. Examples: EcoFlow Pro and Smart Voice AI Calculator.

Contribution
Architecture, API requirements and data flows
Method
Build-test-learn cycles
Examples: EcoFlow Pro, Smart Voice AI Calculator
Project 03 / 08

askstein.com

AskStein – Citation-Locked Medical Evidence Engine

Answers only from a curated corpus, with every claim tied to peer-reviewed research.

Role
Product requirements, workflow design, UI/UX prototyping, navigation logic and feedback
Stack
Fine-tuned Qwen2.5-32B-Instruct, OpenAI embeddings, FAISS over about 338,700 passages from about 13,400 orthopaedic papers
Outcome
Zero fabricated citations in an internal evaluation of 200 answers
Next
Expanding across specialties
Live — askstein.com
Project 04 / 08

Automation

Autonomous Business Process Agents & Automation Pipelines

n8n agents that call external APIs.

Stack
n8n, external APIs
Contribution
Agentic architecture, self-evaluation loops, prompt and tool design, process mapping
Automation pipelines
Project 05 / 08

GrowthSchool × Outskill Generative AI Bootcamp

Custom AI Assistants, No-Code RAG & Voice Agents

Constrained assistants, no-code RAG and voice agents built during the GrowthSchool x Outskill Generative AI Bootcamp.

Contribution
Constrained Markdown prompting, no-code RAG, voice agents and evaluation of prompt variations
GrowthSchool × Outskill
Project 06 / 08

Python · Flask

EcoFlow Pro: Smart Building Monitor

Detects energy waste, for example HVAC cooling unoccupied rooms.

Stack
Python and Flask backend
Contribution
Dashboard with cost-saving opportunities and energy-efficiency scores; hardware-to-software data-flow documentation
Smart building monitor
Project 07 / 08

shaivilpatel.com

Personal Website: shaivilpatel.com

A dark, terminal-style intro leading into a scroll-driven story: map the workflow, find the friction, build the system.

Design
Particle and dot-matrix backgrounds, monospace accents and a single lime accent
Live — shaivilpatel.com
Project 08 / 08

Voice · Gemini

Smart Voice AI Calculator

A hands-free voice calculator.

Stack
Google Gemini, speech-to-text, text-to-speech, Streamlit frontend
Contribution
Gemini parses spoken maths; built across the full lifecycle
Voice calculator

Career

Jul 2026 — Present

Askstein Startup

Co-Founder · Full-time · Los Angeles, Remote

Co-founder of Askstein, a citation-locked medical evidence engine, starting with orthopaedic surgery.

Contribution details
  • Owns product strategy, requirements, workflow design and UX, enabling 3x faster prototyping.
  • Conducts customer discovery with clinicians and healthcare organisations.
  • Leads sales, partnerships, go-to-market, pricing and distribution.
  • Builds relationships with clinicians, healthcare organisations, investors and partners.
  • Zero fabricated citations in an internal evaluation of 200 answers.
Jan 2025 — Nov 2025

Choice Hotels International

Junior Data Analyst · Internship · Tullahoma, Tennessee, On-site

Data analysis and internal tooling for hotel operations.

Contribution details
  • Wrote SQL queries to retrieve, validate and analyse operational data.
  • Prototyped lightweight internal tools.
  • Improved reporting reliability by validating data and documenting workflows.
May 2024 — Dec 2025

Triumph Residential Services, LLC

Business Analyst · Internship · Los Angeles, On-site

Process mapping and data work for a residential services company.

Contribution details
  • Mapped tenant onboarding end to end in BPMN 2.0 to expose bottlenecks and recommend improvements.
  • Researched local real estate trends and loaded asset data into core operational systems.

Education & Certifications

Bachelor of Science (B.S.) — Information Systems / Business

Westcliff University
Jan 2026 — Present

Information Systems / Business.

Generative AI Bootcamp — Certified AI Generalist

Outskill
Aug 2026

Grade: A. Applied generative AI, workflow automation, RAG and rapid product development. Structured prompts and constrained assistants; multi-step automation workflows; RAG grounded in defined sources; AI assistants and voice interfaces; edge-case testing.

Associate of Arts (A.A.) — Real Estate

Los Angeles City College
Aug 2022 — Dec 2024

Grade: GPA 3.4.

What I Practice

Four disciplines that work together — systems thinking that finds the workflow, and generative execution that builds it before the requirements doc is finished.

01

AI & Agentic Systems

  • Autonomous AI agents (n8n)
  • System prompt architecture
  • Markdown prompting structures
  • No-code RAG systems
  • Voice agents
  • API connectors & LLM workflows
01 / 04
02

Vibe Coding & Prototyping

  • Claude Opus 4.6 Artifacts
  • Lovable & Bolt.new
  • Replit & Streamlit
  • Product architecture
  • UI/UX design principles
02 / 04
03

Generative Media

  • AI image & video diffusion
  • Prompt-to-video pipelines
  • Visual content generation
  • Marketing collateral
03 / 04
04

Business & Systems Analysis

  • Requirements gathering
  • BPMN 2.0 process mapping
  • Workflow optimisation
  • Logic flowcharting
  • Technical documentation
  • Git / GitHub
04 / 04

Let's automate something worth building.

Email me ↗ LinkedIn ↗