Architecting AI ecosystems

Advaid V
Full-stack AI Systems Architect

CTO-level builder with a record of shipping production AI platforms in impossibly short cycles. From multimodal RAG pipelines to real-time voice agents, I design the architecture, lead the build, and land the polish that makes systems feel alive.

Signals
Livio.ai
End-to-end in 7 days
SoundOfMeme
Multimodal AI music platform
Voice Automation
Full agent orchestration
Advaid V - Full-stack AI Systems Architect
Operating Stack
Systems Architecture
LLM infra, custom RAG, latency-first design
Deployment
GCP / AWS / Docker / Kubernetes-lite playbooks
Automation
Voice agents, async pipelines, telemetry loops
3+ yrs building
CTO @ Livio.ai / Ex-CTO @ SoundOfMeme
  • AI/MLGPT-4/5, Gemini APIs, Whisper, LangChain, RAG, vector search
  • BackendFastAPI, Python, PostgreSQL, Redis, async microservices
  • FrontendNext.js, React, TailwindCSS, UX/UI systems
  • CloudGCP, AWS (EC2, S3, Lambda), Docker, Nginx
  • DevOpsCI/CD, load balancing, caching, autoscaling
  • SecurityCEH v11, penetration testing, secure API architecture
  • AutomationStructured output agents, Telegram bots, Selenium
  • IntegrationsStripe, Google Search API, OAuth, Google Calendar API

/ Who I Am

Builder, architect, leader—
obsessed with shipping

I'm a 23-year-old architect and developer, currently the CTO at Livio.ai where I shipped our entire platform—GCP infrastructure, FastAPI backend, Next.js frontend—in one week. Before that, I co-founded and led engineering at SoundOfMeme.com, building a multimodal AI music generation platform from scratch.

7 days
Full stack to production
3+ years
Production experience
2 CTOs
Leadership roles
CEH v11
Security certified

Technical Expertise

AI/ML

GPT-4/5Gemini APIsLangChainRAGVector DBs

Backend

FastAPIPythonPostgreSQLRedisMicroservices

Frontend

Next.jsReactTailwindCSSTypeScript

Cloud & DevOps

GCPAWSDockerCI/CDNginx

How I Work

Speed × Precision

Ship production systems in days, not months. Every line of code is intentional, every architecture decision is battle-tested.

Full-Stack Ownership

From database schema to pixel-perfect UI, from CI/CD pipelines to user experience flows. No handoffs, no silos.

Security-First Mindset

CEH-trained, security-aware from day one. Every API, every endpoint, every user flow is designed with threat models in mind.

Education & Certification

B.Sc. Cyber Security & Computer Science
Lovely Professional University, Punjab, India

CEH v11 CertifiedEC-Council, July 2022

Recent Leadership

Livio.ai

Chief Technology Officer

2025 – Present
  • Architected and deployed full platform stack (GCP + FastAPI + Next.js) in 7 days
  • Built AI-powered study-abroad assistant with conversational interface using Gemini APIs
  • Integrated real-time university data pipelines with Google Search API and custom RAG

SoundOfMeme.com

Co-Founder & CTO

2023 – 2025
  • Led engineering for multimodal AI music generation platform
  • Designed GPT-based lyric & melody generation APIs with async scaling architecture
  • Pitched technical vision to investors, secured early-stage funding

My Superpower

I move at founder speed with CTO precision. Give me a whiteboard sketch and a week—I'll hand you a production system that scales, delights users, and sets the foundation for your next decade of growth.

LLM PipelinesVoice AgentsReal-time SystemsSecurity-First

/ Operating Framework

From Vision to Reality

A clear, proven framework that takes startup founders from initial concept to market launch. Each phase is transparent, actionable, and designed to get you results fast.

Step 01
01

Map Your Vision

Turn your ideas into a clear action plan. We define what you need, prioritize what matters, and create a roadmap that gets you to market fast.

Requirements gatheringFeature prioritizationClear roadmap
Step 02
02

Build & Iterate

Ship early, ship often. We deliver working features in short sprints, so you can test, learn, and refine as we build together.

Rapid prototypingWeekly sprintsContinuous feedback
Step 03
03

Scale & Optimize

Launch confidently and grow smoothly. We ensure your product performs under pressure and evolves with your business needs.

Smooth deploymentPerformance monitoringScalable infrastructure
Systems blueprint
“Turning ‘this is fine’ into ‘holy sh*t, this is perfect.’”

/ Proof of Execution

Signature systems, real outcomes

Livio.ai study abroad assistant shown across laptop and mobile
Flagship Build

Livio.ai

Study-abroad co-pilot launched in 7 days. Conversational retrieval, application workflows, and mobile parity with a single codebase.

FastAPI / Next.js / GCP
Realtime search over 45k programs
Custom function calls keep uploads + applications inside chat while holding sub-second responses
SoundOfMeme interface mixing audio and meme lyric prompts
Multimodal AI

SoundOfMeme.com

Async lyric + melody generation with custom GPT pipelines, funding-ready investor narrative, and production observability baked in.

Redis orchestration
Audio + text alignment
Scaled to 50k daily requests
Voice agent dashboards coordinated from an ops command center
AutomationPrivate Build

Voice Agent Command Center

Private

Multi-agent voice stack handling scheduling, email, and Google Calendar automation with guardrails and human fallbacks.

LLM control plane + ElevenLabs voice stack
Make.com automations baked into ops workflows
Custom function calling for timezone-aware Google Calendar + Sheets scheduling
Stillaut AI try-on experience across retail displays and devices
Ongoing / AI Retail

Stillaut AI Try-On

In Build

Private pilot underway. Request early access updates while the retail layer finishes hardening.

Stillaut is a clothing store concept pairing physical inventory with AI-driven virtual try-ons so shoppers can preview outfits before launch. Currently under development with live pilots.

Token spend down 32% on personalization prompts
Latency improved 28% for live fit previews
Finetuned image try-on models with best-cost architecture so shoppers can preview fits pre-purchase

/ Research

Building the future edges

Research and development pushing the boundaries of AI, voice automation, and intelligent systems. Exploring tomorrow's capabilities today.

Context optimization dashboards showing trimmed prompts and cost deltas
R&D / 2025

LLM Context Optimization & Token Efficiency

Crafted context trimming, translation-based embeddings, and caching strategies to reduce token spend while preserving retrieval quality.

RAG pipelines
Embedding caching
Context compression
View dossier
Voice automation workspace coordinating live agent requests across devices
Research / 2025

Voice AI Agent Systems for Automation

Developed multi-agent voice orchestration handling scheduling, email, and calendar ops with intelligent guardrails.

Voice AI
Gemini
Workflow automation
View dossier
3D avatar renders layered over expressive motion capture outputs
Research In Progress / 2025

3D Motion-Based AI Model Training

Exploring motion-capture informed LLM pipelines to synchronize expressive 3D avatars with generated speech and sentiment.

3D avatars
Motion capture
Emotion modelling
View dossier
Structured-output agent flows visualized across Telegram and dashboards
Automation / 2024

Structured Output Agents

Built structured-output Telegram and web agents coordinating human approvals, payment workflows, and operational telemetry.

Agents
Observability
Security
View dossier

/ Why work with me?

Stop Sacrificing 20-25% Equity Just Because You're Non-Technical

I've seen too many founders give away their company just to build an MVP. Let's change that. Build your dreams by giving less, so you can focus on what matters most—growing your business.

Common Questions from Founders

Absolutely! I specialize in turning ideas into reality. Whether you have wireframes, sketches, or just a vision, I'll develop your MVP from scratch. No technical background needed on your end—just your passion and domain expertise.

No problem! I understand the startup journey. We can work out an equity-based arrangement where you trade a smaller percentage (way less than the typical 20-25% most developers ask for) so you can focus on other critical aspects of your business.

That's perfectly fine! I offer flexible payment plans—upfront or milestone-based. Your cap table stays clean, and you maintain full ownership of your startup while getting world-class development.

Fast shipping is my specialty! Plus, I include 12 months of FREE hosting. I work with any tech stack you need—React, Next.js, Node.js, Python, even AI integrations. Let's get your product to market quickly.

I do both! From UI/UX design to full-stack development, I'll handle the entire technical side. You focus on your business, customers, and growth—I'll take care of building it beautifully.

What You Get

  • 12 months FREE hosting — Save thousands on infrastructure
  • Any tech stack — React, Next.js, AI, you name it
  • DPIIT startup benefits — Easier if you're registered
  • Complete design support — We iterate until it's perfect
  • Fast shipping — 7-14 days to production
Don't overpay in equity
<15%
Typical Equity Ask
(vs 20-25% industry standard)
7-14 Days
MVP to Production
Fast shipping guaranteed
12 Months
FREE Hosting
Focus on growth, not infrastructure

Let's Architect What's Next

Whether you need a rapid AI prototype, a hardened production launch, or a systems audit of what you already have, let's pair up.

advaidv@gmail.com

+91 62824 73426