India's Premier AI, ML & DSA Training Platform

Master AI, ML
& DSA — Beyond
Just Coding

We go beyond syntax. Learn to think like an engineer — master AI, DSA, system design, and human-centered problem solving with mentorship from active software industry experts.

AI & ML — core focus
DSA for top tech interviews
Human-centered system design
🌐 World Leaders on AI

The AI Era Is Already Here

The world's top technology leaders agree — AI literacy is the most critical skill of this generation.

SP
Sundar Pichai
CEO, Google & Alphabet
AI Vision

AI is probably the most important thing humanity has ever worked on. I think of it as something more profound than electricity or fire.

🌍
85M+
New AI jobs by 2025
📈
40%
Higher salaries for AI skills
🏢
97%
Companies investing in AI
3x
Faster growth with AI skills
AI Training Curriculum

We Train You to Build Real AI Systems— Agents, RAG, MCP & Beyond

Not prompt hacks or wrapper apps. You'll architect, build, and ship production AI — autonomous agents, retrieval pipelines, and protocol-level integrations that companies are hiring for right now.

Large Language Models (LLMs)

Understand how GPT-4, Claude, Gemini & Llama work under the hood — not just as APIs, but as architectures you can deploy, fine-tune, and evaluate.

Transformer Architecture
Tokenization & Embeddings
Context Windows
Temperature & Sampling
Model Evaluation Metrics
OpenAI / Anthropic / Gemini APIs

RAG — Retrieval Augmented Generation

Ground LLMs in your own data. Build RAG pipelines that retrieve the right context at query time, eliminating hallucinations and enabling domain-specific AI.

Vector Embeddings & Similarity Search
Pinecone / Weaviate / ChromaDB
Chunking Strategies
Hybrid Search (BM25 + Vector)
Re-ranking & Contextual Retrieval
Multi-modal RAG (text + images)

AI Agents & Agentic Workflows

Build autonomous agents that plan, reason, use tools, and complete multi-step tasks — from simple chatbots to complex multi-agent pipelines that run unsupervised.

ReAct & Chain-of-Thought Agents
Tool Use & Function Calling
LangChain & LangGraph
CrewAI & AutoGen
Memory Systems (short-term & long-term)
Agent Evaluation & Guardrails

MCP — Model Context Protocol

Master Anthropic's open standard for connecting LLMs to external tools and data sources. Build MCP servers that give AI models secure, structured access to your systems.

MCP Server Architecture
Tool & Resource Definitions
Prompt Templates via MCP
Connecting Databases & APIs
Building Custom MCP Servers
Claude Desktop & IDE Integration

AI Agents You'll Build & Ship

Every concept is backed by a real project. You graduate with a portfolio of production-grade AI agents — not toy demos.

🔍

Research Agent

Autonomously searches the web, synthesizes findings, and produces structured reports — no human in the loop.

💻

Code Review Agent

Analyzes pull requests, flags bugs, enforces style, and suggests improvements like a senior engineer.

🎧

Customer Support Agent

Multi-turn dialogue agent with RAG over your product docs, escalation logic, and CRM integration.

📄

Document Intelligence Agent

Extracts, summarizes, and answers questions over large document sets (contracts, invoices, PDFs).

📊

Data Analysis Agent

Writes and executes Python code in a sandbox to analyse CSVs, generate charts, and answer questions.

🤝

Multi-Agent Workflow

Orchestrate planner → researcher → writer → critic agents using LangGraph or CrewAI to complete complex tasks end-to-end.

Full AI Tech Stack You'll Master

OpenAI GPT-4oClaude 3.5 / 4Gemini 1.5 ProLlama 3.1 / 3.3MistralLangChainLangGraphLlamaIndexCrewAIAutoGenSemantic KernelPineconeWeaviateChromaDBpgvectorRAGMCPFunction CallingFine-tuningRLHFPrompt EngineeringEmbeddingsTool UseStructured OutputsHugging FaceOllamavLLMModal

We Teach You to Think Like an Engineer,
Not Just Code Like One

Syntax is the easy part. The hard part — and the valuable part — is knowing what to build, why it matters to users, and how AI fits in. That's what Thiravugal trains you for.

🏗️

Systems Thinking & Design

Architect before you code

We teach you to step back and see the big picture — how components interact, scale, and fail. You'll learn High-Level & Low-Level Design, trade-off analysis, and how to build systems that last.

High-Level Design (HLD)
Low-Level Design (LLD)
Scalability & Load Balancing
Database Design & Sharding
API Design Principles
Trade-off Analysis
😐Traditional Training
Thiravugal Approach
Write code given a spec
Define the spec from user needs
Fix bugs after deployment
Design to prevent failures upfront
Learn framework syntax
Learn when & why to use a framework
Use AI as a tool
Architect AI-native solutions
Follow instructions
Question, challenge, and improve
Work in silos
Collaborate and communicate across teams
Problem-First Thinking
Human-Centered Design
AI-Native Solutions
Systems Architecture
Learn the Thiravugal Way
What You'll Actually Build

Train on World-Class Systems— Not Toy Projects

At Thiravugal, you don't build another to-do app. You architect the same category of systems that power real businesses — from startups to Fortune 500 enterprises.

Business Core
🏢

CRM System

Customer Relationship Management

Build a full CRM from scratch — lead pipelines, contact management, deal tracking, email integration, and real-time dashboards. The backbone of every sales team.

Lead & deal pipeline with Kanban board
Contact & account management
Activity timelines & follow-up reminders
Role-based access control
Analytics & conversion reports
Email & WhatsApp integration layer
Enterprise Scale
🏭

ERP Platform

Enterprise Resource Planning

Design the architecture of an ERP that connects HR, Inventory, Finance, and Operations — the kind of system that runs real businesses worth millions.

Multi-module: HR, Finance, Inventory
Employee onboarding & payroll flows
Purchase orders & vendor management
Stock & warehouse management
Financial ledger & reporting
Multi-branch & multi-currency support
Massive Scale
📸

Instagram / Social Platform

Social Media at Scale

Architect a photo & video social app — news feed algorithms, story system, follow graphs, notifications, and a CDN-backed media pipeline that scales to millions.

News feed ranking & algorithm design
Story & reel upload pipeline with CDN
Social graph (followers / following)
Real-time push notifications
Likes, comments & threaded replies
Content moderation architecture
High Throughput
🐦

Twitter / Feed Platform

Real-Time Microblogging

Design a tweet-like system with global fan-out, trending topics, hashtag indexing, and a search engine — learn how to handle millions of writes per second.

Tweet creation & fan-out-on-write vs read
Trending hashtags & topic indexing
Full-text search with Elasticsearch
Retweet, quote & thread systems
Rate limiting & spam detection
Timeline caching with Redis
Revenue Critical
🛒

E-Commerce Platform

End-to-End Online Store

Build a production-grade e-commerce system with product catalog, cart, checkout, payment gateway integration, inventory sync, and order lifecycle management.

Product catalog with variant & pricing
Cart, wishlist & checkout flow
Payment gateway (Razorpay / Stripe)
Order management & tracking
Seller dashboard & inventory sync
Review, rating & recommendation engine
AI Integrated
📊

Business Intelligence Dashboard

Data-Driven Decision Making

Create an analytics platform that ingests raw business data, runs aggregations, and surfaces insights — charts, KPIs, drill-downs, and AI-powered forecasting.

Data ingestion & ETL pipeline design
Real-time KPI dashboards
Drill-down charts & cohort analysis
Scheduled reports & PDF export
AI-powered trend forecasting
Multi-tenant, white-label ready

And much more across all programs

URL ShortenerRide-Sharing BackendVideo Streaming PlatformFood Delivery SystemChat ApplicationPayment WalletJob Board PlatformHotel Booking Engine
Explore Our Programs

AI & DSA First. Everything Else Next.

Our core focus is AI/ML and DSA. We teach you to think, design, and build — not just write code. DevOps, Cloud & Full Stack are part of a complete engineer's toolkit.

⭐ Flagship

AI & Machine Learning

Python, TensorFlow, LLMs & Generative AI

Our flagship program. Go from fundamentals to deploying production LLMs and Generative AI apps — with human-centered design thinking woven throughout.

PythonPyTorchLLMsLangChain
5 months2,100+
₹29,999₹59,999
Enroll
🔥 Most Enrolled

DSA & System Design

Master algorithms, problem-solving & architecture

Crack FAANG interviews with deep DSA mastery — plus system design thinking to architect scalable, real-world solutions that solve real user problems.

ArraysDPGraphsHLD/LLD
4 months4,800+
₹19,999₹39,999
Enroll
AI-Powered

Full Stack + AI Integration

React, Node.js & AI-powered applications

Build modern full-stack applications powered by AI APIs. Learn to integrate LLMs, vector databases, and AI features into production web apps.

ReactNode.jsOpenAI APIRAG
6 months3,200+
₹24,999₹49,999
Enroll
New Batch

Backend & System Design

Scalable architecture, databases & microservices

Deep dive into backend engineering with real-world system design. Learn to build for scale with microservices, caching, and distributed systems.

Node.jsPostgreSQLRedisSystem Design
4 months1,500+
₹22,999₹44,999
Enroll
Industry Hot

Cloud & DevOps

AWS, Docker, Kubernetes & CI/CD

Master cloud infrastructure and DevOps pipelines. Deploy AI models and full-stack apps with confidence using industry-standard tools.

AWSDockerK8sTerraform
3 months980+
₹18,999₹37,999
Enroll
Beginner Friendly

IT Foundations Bootcamp

Zero to job-ready — Python, Web & Linux

The perfect launchpad for freshers. Build your programming foundation, understand how the internet works, and get career-ready fast.

PythonHTML/CSSGitLinux
2 months5,600+
₹12,999₹24,999
Enroll

Not sure which program is right for you?

Get Free Career Counselling

Built for Every Stage of Your Journey

Whether you're starting your career or leveling up as a professional, we have a path crafted for you.

Engineering Students

Fresh graduates & final year students

Bridge the gap between college curriculum and industry expectations. Get the skills, projects, and placement support to land your dream IT job.

Structured learning path from fundamentals to advanced
Interview preparation for top tech companies
Resume building & LinkedIn profile optimization
Mock interviews with senior engineers
Internship & full-time placement support
Industry-recognized certification
92%
Placement Rate
₹6L+
Avg Package
90 days
To Job Ready
Start Your Journey

Working Professionals

Upskill & switch to high-paying roles

Stay ahead in the rapidly evolving tech landscape. Master AI, Cloud, and modern dev practices without quitting your job — learn at your pace.

Upskill in AI, Cloud & modern technologies
Weekend & evening batches for working hours
Hands-on projects with real industry use-cases
1-on-1 mentorship from domain experts
Salary negotiation & career transition guidance
Access to exclusive job portal & referrals
3x
Salary Growth
50+
Expert Mentors
Flex
Schedule
Upskill Now

Trained by Industry SMEs

Every course at Thiravugal is crafted and delivered by Subject Matter Experts actively working in top software companies. Get industry-standard, hands-on training that mirrors real-world engineering environments.

🎯 Our Curriculum Promise

Every module is designed by software engineers with real industry experience, ensuring our training is 100% aligned with what companies actually use and expect — not just theory, but battle-tested, industry-standard practices.

Hands-on ProjectsIndustry StandardsSME DesignedAI Integrated
50+
Industry SME Mentors
8+ yrs
Avg. Industry Experience
15+
Real-World Projects Taught

Everything You Need to Succeed

Thiravugal is not just a training platform — it's a complete career transformation ecosystem built around hands-on, industry-standard learning.

🎯 Hands-On Training🏭 Industry-Standard Curriculum👨‍💼 Taught by Software Industry SMEs⚙️ Real-World Projects🤖 AI-Ready Skills

AI-Powered Learning

Personalized learning paths powered by AI, adapting to your pace, strengths, and career goals.

Project-Based Curriculum

Build 10+ real-world projects that showcase your skills to employers and prove your expertise.

Expert Mentorship

1-on-1 sessions with engineers from Google, Amazon, Microsoft and top Indian tech companies.

Fast-Track to Jobs

Direct referrals to 250+ hiring partners. Resume shortlisting within 30 days of course completion.

Industry Certifications

Earn certifications recognized by top tech companies. Boost your profile on LinkedIn and beyond.

Lifetime Community

Join a growing alumni network. Access our Discord, mentorship, and job referrals forever.

Placement Guarantee

We stand behind our training. 100% placement assistance or money back — that's our promise.

Live + Recorded Classes

Attend live sessions or watch recordings on demand. Never miss a class, learn at your schedule.

Ready to Unlock Your Potential?

Join students and professionals who are transforming their careers with Thiravugal.

Engineering is More Than Writing Code

We train you to think like a Staff Engineer — someone who designs systems, engineers AI solutions, and ships production software that real users depend on.

Architect Solutions, Not Just Code

Every problem starts with a whiteboard, not a keyboard. You'll learn to break down complex systems into services, define data flows, think about scale — before writing a single line.

High-Level & Low-Level Design (HLD / LLD)
Trade-off analysis: SQL vs NoSQL, REST vs gRPC
Scalability, caching, load balancing strategies
Microservices vs monolith — when and why

Build AI-Native Systems

AI isn't a feature you bolt on at the end. We train you to design applications where AI is at the core — from choosing the right model to orchestrating agents and RAG pipelines.

Design AI-first application architectures
Orchestrate LLMs, RAG, Agents & MCP
Evaluate, fine-tune, and deploy models
Build responsible, production-grade AI

🧭 Start with User Needs

Before designing anything, understand who uses it, what they struggle with, and what outcome they actually need. Engineering begins with empathy.

⚙️ Write Code that Lasts

Clean architecture, SOLID principles, design patterns, and code reviews — you'll write code the way senior engineers at top companies expect to see it.

Our Core Teaching Principles

Architecture Before CodeUser Needs FirstAI-Native ThinkingSystems Over FeaturesProduction MindsetBuild to ScaleEngineer CommunicationResponsible AI Design
Start Learning the Right Way

Book Your Free Counselling Session

Not sure where to start? Our career counsellors will guide you to the right program based on your background, goals, and timeline — completely free.

Call / WhatsApp
+91 99418 74780
Email
support@thiravugal.in
Location
Chennai, Tamil Nadu
Quick Response
Within 2 hours
🆓
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🎯
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Tailored guidance
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