Build Production-Ready Full-Stack AI Apps with Generative AI
Move beyond simple chatbots. Master the modern AI stack—from LLM APIs, structured outputs, and RAG pipelines to autonomous agents, Cursor pair-programming, and full-stack edge deployment. Learn how to architect, optimize, and launch real SaaS products.
Master Leading AI APIs & Developer Tools
Gain hands-on experience with the exact foundation models, developer environments, orchestration frameworks, and vector databases powering modern AI startups.
OpenAI API
Master GPT-4o, o1 reasoning models, structured JSON outputs, function calling, and vector embeddings for high-throughput app backends.
Anthropic Claude
Leverage Claude 3.5 Sonnet for deep contextual reasoning, complex code generation, automated test suites, and interactive UI Artifacts.
Google Gemini 1.5
Harness Gemini 1.5 Pro & Flash with 2M+ token multimodal context windows to process long videos, full audio files, and complete code repositories.
Cursor AI
Supercharge your engineering speed with codebase-wide indexing (`@codebase`), AI Composer multi-file refactoring, and AI-assisted terminal debugging.
v0.dev by Vercel
Generate responsive React, Next.js, and Tailwind CSS components instantly from natural language prompts, bridging design directly into production code.
DeepSeek R1 & V3
Implement open-weight reasoning architectures, chain-of-thought logic distillation, and run cost-efficient private models locally and on cloud GPUs.
LangChain & LangGraph
Build multi-agent workflows, stateful cyclic graphs, autonomous tool execution pipelines, and Model Context Protocol (MCP) integrations.
Supabase & pgvector
Store and query high-dimensional embeddings, execute hybrid keyword/vector search, and manage relational database schemas with row-level security.
Replicate & Hugging Face
Deploy open-source vision, speech-to-text (Whisper), image generation (Flux, SDXL), and custom fine-tuned weights via serverless API endpoints.
6 Hands-On Engineering Modules
Every module blends live architecture teardowns, collaborative coding, and an end-to-end production project you will build, test, and ship.
Foundations of Generative AI & API Engineering
Demystify how Large Language Models work under the hood and master modern API integration patterns.
- Prompt Engineering: Zero-shot, Few-shot, Chain-of-Thought, and Meta-prompts
- Enforcing Structured Outputs with JSON Schema & Zod validation
- Tokenomics, context window optimization & model latency trade-offs
- Server-Sent Events (SSE) & streaming response UX patterns
10x Velocity with AI Pair-Programmers & v0
Transform your development workflow by building full-stack web applications at unprecedented speed.
- Advanced Cursor AI IDE: Codebase indexing, context rules, and multi-file Composer
- Rapid Generative UI with v0.dev: From prompt to accessible Tailwind & React components
- Rapid architectural prototyping with Claude Artifacts and AI code reviews
- Generating automated unit and end-to-end test suites with AI
Retrieval-Augmented Generation (RAG) & Vectors
Connect LLMs to private organizational knowledge bases and dynamic document repositories.
- Vector embeddings, distance metrics (Cosine/Euclidean), and dimension reduction
- Chunking architectures: Recursive character, markdown hierarchy, and semantic chunking
- Supabase pgvector setup, indexing (HNSW/IVFFlat), and hybrid keyword/vector search
- Re-ranking strategies (Cohere Rerank) and context window precision filtering
Autonomous Agents, Tools & MCP Architecture
Build intelligent agents that can reason, choose tools, browse the web, and execute actions autonomously.
- OpenAI & Claude Function Calling and structured tool execution
- Model Context Protocol (MCP): Building custom servers and connecting tools
- Multi-Agent State Machines with LangGraph: Planning, critique, and self-correction loops
- Human-in-the-loop approval safeguards and state persistence
Multimodal AI, Voice & Generative Media
Incorporate computer vision, speech transcription, and generative image synthesis into your apps.
- Vision models (GPT-4o Vision & Gemini Flash) for document OCR and layout inspection
- Whisper API: Real-time audio streaming, transcription, and translation pipelines
- Replicate & Flux/SDXL APIs for programmatic image synthesis and manipulation
- Designing fluid multimodal user interfaces with responsive feedback
Production Deployment, Observability & Security
Take your AI application from localhost to a secure, scalable, and monetized cloud deployment.
- LLM Observability & Tracing with LangSmith, Helicone, and custom logging
- Security: Prompt injection defense, system prompt leak mitigation, and rate limiting
- Deploying Next.js Edge Functions on Vercel with streaming response optimization
- Implementing billing (Stripe/Razorpay), usage tokens, and API key management
Transparent & Accessible Investment
Choose between a flexible weekly modular schedule or an all-inclusive career-focused immersive cohort.
Weekend Intensive
Ideal for working professionals, developers, and founders looking for flexible, topic-focused weekend modules.
- 16 Live Hours every weekend (8h Saturday + 8h Sunday)
- 1 Production Micro-Project built from scratch every week
- Live interactive Q&A and architecture teardowns
- Complete access to weekly starter templates & prompt repositories
- Access to private Discord developer peer group
- Pay-as-you-go flexibility: Enroll only for the modules you choose
Full-Time Career Immersive
Complete end-to-end program for building production AI SaaS products and accelerating your path to an AI Engineer role.
- All 6 Comprehensive Modules (96+ live engineering hours)
- 6 Micro-Projects + 1 Capstone AI SaaS fully deployed
- 1-on-1 Dedicated Code Reviews & architectural mentorship
- AI Engineer Resume, Portfolio & GitHub profile optimization
- Lifetime Access to high-definition recordings, updates & starter kits
- Official Certificate of Completion from DPIIT-registered startup
- Priority project referrals and startup client connection opportunities
Frequently Asked Questions
Everything you need to know about the bootcamp format, schedule, tools, and prerequisites.
Basic familiarity with web development (JavaScript, TypeScript, or Python basics) is recommended. We teach modern Generative AI engineering, LLM APIs, vector databases, and agent orchestration from first principles, ensuring you build intuitive mental models alongside working code.
The weekend intensive allows you to pay modularly per week. Each weekend session includes 16 live hands-on hours (8 hours on Saturday and 8 hours on Sunday) focused on a standalone topic and micro-project. You have the freedom to enroll for specific modules or attend continuously.
The full-time plan includes full enrollment across all 6 modules (96+ live hours), 1-on-1 personalized code reviews, architectural guidance for your capstone AI SaaS, resume and portfolio optimization, lifetime recording access, and an official verified certificate of completion from BrainUI Solutions (DPIIT registered startup).
Every live session is recorded in full high-definition and uploaded immediately to the student portal, along with timestamped notes, presentation decks, prompt cheatsheets, and complete GitHub starter code repositories.
No. We guide you on setting up free tier allowances across OpenAI, Google Gemini (which offers generous free-tier quotas), Supabase, and open-source models on Hugging Face/Ollama for local testing, keeping your ongoing development costs minimal.
Click on any of the enrollment buttons on this page or email us directly at ravi@brainuisolutions.com. We will share your batch onboarding details and secure payment link (supporting UPI, NetBanking, and all major Credit/Debit cards).
We're Here to Help You Level Up
Have specific questions about the syllabus, group student discounts, or corporate AI upskilling workshops? Get in touch with our team directly.
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