Mastering GenAI / LLM Engineering - Get SDE Ready

Home Course Mastering GenAI / LLM Engineering

Mastering GenAI / LLM Engineering

Welcome to our comprehensive GenAI & LLM Engineering course! If you’re eager to build production-grade AI applications and excel in the fast-growing field of AI engineering, you’ve come to the right place. This course is meticulously designed to take you from Python fundamentals all the way to deploying real-world AI systems — with confidence.

Enrolled:133

Last Updated:23/10/2026

22 LPA

Average Package

120%

Salary Hike

99.48 LPA

Highest Package

What I will learn?

Material Includes

100+ Live Classes & Recordings

24/7 Live Doubt Support

400+ Practice Questions

HackerRank Tests & Topic wise Quizzes

Case Studies

Access to Global Peer Community

Lifetime Support

Referrals

About Course

Welcome to Mastering GenAI / LLM Engineering, your complete roadmap to building the next generation of AI-powered applications. This comprehensive course is designed to take you from the fundamentals of Generative AI to advanced Large Language Model (LLM) engineering, equipping you with the practical skills needed to thrive in the rapidly evolving AI industry.

Course Curriculum

Python & Engineering Foundations

Async Python — async/await, event loops
Building APIs with FastAPI
Docker for AI Applications
Git & Version Control for AI Projects
Python Core — Data Types, Functions, OOP
Python Typing — type hints, Pydantic models
REST APIs & JSON fundamentals

What is an AI Engineer?

LLM Foundations & Ecosystem

Anthropic Claude Models
Closed vs Open-Source Models
Context Window — What it is and Why it Matters
Google Gemini Models
Hugging Face Hub & Inference SDK
Inference vs Training — What Engineers Need to Know
LLM vs SLM
Meta Llama, Mistral, Cohere, DeepSeek
OpenAI GPT & o-series Models
OpenAI Response API & Gemini API
Pretrained vs Fine-Tuned Models
RAG vs Fine-Tuning — When to Use Which
Running Models Locally — Ollama & LM Studio
Sampling — Temperature, Top-K, Top-P
Tokens & Tokenisation

Prompt Engineering + API Mastery

Chain-of-Thought (CoT) Prompting
Claude API — Hands-on
Few-Shot Prompting
Function Calling & Tool Calling
Gemini API — Hands-on
Observability with LangSmith & LangFuse
OpenAI API — Hands-on
OpenRouter — Unified API Gateway
Power of Two
Prompt Injection & Defense Strategies
ReAct Prompting
Retries, Fallbacks & Error Handling
Streaming Responses via API
Structured Outputs — JSON / Schema
System Prompts — Roles & Constraints
Token Usage Tracking & Cost Control
Zero-Shot Prompting

Context Engineering

Embeddings + Vector Databases

What are Embeddings?
Cohere & Gemini Embedding APIs
Hands-on — Build a Semantic Search Engine
Indexing Embeddings
Jina & Sentence Transformers
OpenAI Embeddings API
Performing Similarity Search
Similarity Search — Cosine, Dot Product, Euclidean
Use Case — Anomaly Detection
Use Case — Data Classification
Use Case — Recommendation Systems
Use Case — Semantic Search
Vector DB — Chroma
Vector DB — FAISS
Vector DB — LanceDB
Vector DB — Pinecone
Vector DB — Qdrant
Vector DB — Supabase & MongoDB Atlas
Vector DB — Weaviate

RAG Systems

What is RAG & Why it Matters
Chunking Strategies — Fixed, Semantic, Recursive
Citations & Source Attribution
Hands-on — Build a Document Q&A System
Hybrid Search — Dense + Sparse
Implementing RAG with Haystack
Implementing RAG with LangChain
Implementing RAG with LlamaIndex
Implementing RAG with RAGFlow
RAG Pipeline — Embedding & Vector Storage
RAG Pipeline — Ingestion & Chunking
RAG Pipeline — Retrieval & Generation
Re-ranking & Metadata Filtering

Advanced RAG + Evaluation

Multi-Hop Retrieval
Answer Relevance & Context Recall
Cache-Augmented Generation (CAG)
Evaluation Pipelines with LangSmith
Evaluation with DeepEval
Evaluation with Ragas
Faithfulness Score
Hallucination Detection & Reduction
Hands-on — Evaluate & Improve a RAG Pipeline
LLM-as-Judge Pattern

Agentic AI Systems

What are AI Agents?
Agent Use Cases & Design Patterns
Claude Agent SDK
Hands-on — Build a Research Agent
Multi-Agent Collaboration Patterns
OpenAI AgentKit & Agent SDK
Planning & Reasoning Loops
ReAct Agent — Manual Implementation
Short-Term vs Long-Term Memory
Tool Calling & Function Calling

Agent Frameworks + MCP

What is Model Context Protocol (MCP)?
AutoGen — Conversational Agent Framework
Building an MCP Client — Hands-on
Building an MCP Server — Hands-on
Building Stateful Agents with LangGraph
Dynamic Tool Integration at Runtime
Intro to CrewAI — Roles & Crews
Intro to LangGraph
MCP Client — Connecting to MCP Servers
MCP Host — Orchestrating LLM + Tools
MCP Server — Exposing Tools & Data
Multi-Agent Pipelines with CrewAI

Multimodal + Voice AI

What is Multimodal AI?
Audio Processing
Hands-on — Build a Voice AI Assistant
Hugging Face Multimodal Models
Image Generation with DALL-E API
Image Understanding & Visual QA
LangChain for Multimodal Apps
LlamaIndex for Multimodal Apps
OpenAI Vision API — Hands-on
Real-Time Voice Pipelines with LiveKit
Speech-to-Text with Whisper API
Text-to-Speech (TTS)
Video Understanding
Voice AI with Pipecat

Local LLMs + Optimization

Deployment + LLMOps

Containerising AI Apps with Docker
Cost Optimisation & Caching Strategies
Deploying to Cloud — AWS / GCP / Azure
LangServe — Deploying LangChain Apps
MLflow for LLM Experiment Tracking
Monitoring — Latency, Cost & Quality
Observability & Distributed Tracing
Rate Limiting & Quota Management
Serving LLM APIs with FastAPI
Weights & Biases — LLM Monitoring

Safety + Guardrails

Adding End-User IDs in Prompts
Adversarial Testing
Bias & Fairness in LLM Outputs
Constraining Inputs & Outputs
Data Leakage & Privacy Violations
Guardrails & Content Moderation APIs
Input & Output Validation
Jailbreaks & Adversarial Inputs
Prompt Injection Attacks
Robust Prompt Engineering for Safety
Understanding AI Safety Issues

System Design for AI

Capstone Projects

Student Ratings & Reviews

No Review Yet

No Review Yet

Our Instructors

Capstone Projects

01 / 04

RAG SYSTEM

DocGenius

A production Q&A engine that answers questions from any documents — with reliable citations.

RAGVECTOR DBLLMCITATIONS

Explore System ↗

02 / 04

AI AGENTS

The Agent Crew

A team of AI agents that coordinate, delegate, and solve complex multi-step tasks together.

AGENTSORCHESTRATIONTOOLSLLMs

Meet the Agents ↗

03 / 04

VOICE AI

EchoMind

A real-time voice assistant that listens, thinks, and talks back with natural conversation.

SPEECHLLMREALTIMETTS

Hear It Live ↗

04 / 04

PRODUCTION

FRONTEND

API

VECTOR
DB

LLM

Ship It

The full stack, live in production — backend, vector DB, LLM, and infrastructure deployed for the world.

FULL STACKBACKENDVECTOR DBCLOUD

See It Live ↗

Weekly schedule

Core Sessions

Live, hands-on, activity-led sessions conducted by the instructor

Sat, 12:00 PM – 3:00 PM (IST)

Sun, 12:00 PM – 3:00 PM (IST)

Doubt Sessions

Live, hands-on, activity-led sessions conducted by the instructor

Mon-Fri, 9:00 PM – 11:00 PM (IST)
Every Alternate Day

What You Will Get Post Completion Of Your Program

Resume Building

Create a powerful, job-winning resume that highlights your skills and maximizes your chances of securing top tech roles.

Linkedin Profile Building

Optimize your LinkedIn profile to attract recruiters, showcase expertise, and unlock new career opportunities in tech.

Mock Interviews

Gain confidence with expert-led mock interviews, personalized feedback, and real-world interview scenarios.

Referrals

Enhance your job search with strong industry referrals, connecting you to exclusive opportunities at top tech companies.

The Ultimate Placement Toolkit

Access to Placement Master Sheet

Interview
Q&A Portal

WhatsApp Community

Regular
Guidance

Home Course Mastering GenAI / LLM Engineering

Mastering GenAI / LLM Engineering

Welcome to our comprehensive GenAI & LLM Engineering course! If you’re eager to build production-grade AI applications and excel in the fast-growing field of AI engineering, you’ve come to the right place. This course is meticulously designed to take you from Python fundamentals all the way to deploying real-world AI systems — with confidence.

Enrolled:133

Last Updated:23/10/2026

Enrollment validity: Lifetime

Total Enrolled

133
Duration

250 hours
Certificate

Certificate of completion

Lifetime Access
239+ Video Lessons
37+ Quizzes
58+ Downloadable Resources
61+ Online Judge questions
Live Classes
Continuous Updates

We have helped build 1000+ Careers

The course not only strengthened my technical skills but also helped me confidently crack two job offers. I especially appreciated their guidance during the offer stage, including valuable advice on CTC negotiation. I’m genuinely happy with my experience and would highly recommend this course to anyone preparing for SDE interviews and looking to make a career move.

The preparation gave me the confidence and skills I needed to make a successful career move from a my company. I would definitely recommend this course to anyone who is serious about improving their coding skills and switching to a better tech company.

A special thanks to Arun for his
outstanding System Design sessions. His way of simplifying complex concepts and focusing on real interview scenarios made a huge difference in my preparation. Overall, the program played a key role in helping me move closer to my career goals.

Before joining GetSDReady, I faced multiple rejections despite knowing the basics. The course helped me build strong fundamentals in DSA, C++, and System Design with clear, in-depth explanations. What stood out was how closely the content matched real interview questions — many topics were directly asked in my interviews. With consistent practice and mentorship, I was able to crack all rounds and secure a role in a product-based company with a 100% salary hike. Highly recommended for anyone serious about getting into top tech companies.

After joining GetSDReady, I built strong fundamentals in DSA and System Design, learning how to solve problems through patterns rather than just memorizing questions. The structured approach, constant support, and real interview-focused preparation made a huge difference. In my interviews, I was able to confidently solve DSA problems and design systems by applying exactly what I learned. Within a few months, I successfully transitioned into a product-based fintech company with an 80% salary hike.

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Get Ready SDE has been a game-changer in my learning journey, providing high-quality and affordable courses in DSA and System Design. Unlike other expensive platforms, Get Ready SDE offered exceptional instruction, with Karthik simplifying complex topics like graphs and dynamic programming in a way that made them easy to grasp. The course material closely aligned with real interview scenarios, helping me improve my coding skills and confidently crack multiple interviews, leading to a significant salary hike.

Before joining Get SDE Ready, I struggled with DSA and felt overwhelmed by the competitive job market. The 9-month program in DSA, web development, and system design transformed my approach to problem-solving and coding. With expert guidance and structured learning, I gained the confidence and skills needed to excel. Thanks to this program, I secured a placement at Ecom Express, and now I feel fully prepared to take on challenges as a software engineer.

As a college student, I felt uncertain about placements and faced challenges with DSA due to the competitive job market. However, after joining Get SDE Ready’s 9-month program in DSA, web development, and system design, he significantly improved his skills and confidence. This program played a crucial role in helping him secure a placement at Ecom Express. Now, I feels highly confident in his abilities as a software engineer.

Get Sde Ready provided comprehensive interview preparation guidance, curriculum, live classes, resume building sessions to offer negotiation, mock interviews helped me get over my nervousness and crack interview at Paypal. I really love the curriculum and the way Arun teaches is really commendable.

I was trying to upskill myself from free resources on youtube. But I was not able to maintain consistency. So I joined Get SDE Ready whose proper structured curriculum has helped me be consistent and 24/7 live doubt support allowed me to clarify my doubts anytime I wanted.

I was stuck at Expedia at SDE-I position for quite some time. Also, I was not able to design well. With time, my problem solving skills were also going down because of no practise. I joined DSA & System Design Batch for 5 months that helped me grab a good promotion in my current company. I would highly recommend this course.

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I was getting rejected in all the top product based companies but after joining Get SDE Ready, I was able to fix my resume and coding skills. That’s why cracked Salesforce after huge hustle. I liked the structured curriculum and mentorship provided by the mentors. I really like the way live classes are being conducted and on a regular basis.

I owe a great deal of my career success to Get SDE Ready! Their expert guidance not only enhanced my problem solving and design skills but also helped me crack 3 offers: Smartbear, CME and Light Fury Games with 60% hike. The placement team helped me with fixing the interviews and also guided me on how to negotiate.

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I had paid lakhs in one of the institutes and they didnt provide me classes. Then I found out GET SDE READY through insta ad. I was stuck in a service based company and didn’t know how to go to product based company. Get SDE Ready’s curriculum and live classes helped me shift to product based company.

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I got placed in Kfintech on 8 LPA package after getting rejected from 8 companies in campus placement, i took the course in Jan 2024 and I got placed as a SOFTWARE ENGINEER in March 2024, your course helps me a lot in DSA as I was very very week in DSA. The structured curriculum and 24/7 doubt support helped me a lot.

Boost Your Career with a Course Completion Certificate

Earning a course completion certificate enhances your resume, demonstrating your commitment to learning and skill development. It increases your chances of getting hired by showcasing your expertise to employers. A certified qualification can set you apart from other candidates, improve your credibility, and open new job opportunities in your field.

What Our Students Are Saying

See our Students Journey here

How Siddhart Got 75% Salary Hike & Joined Swiggy | Get SDE Ready Success Story

Karan’s Journey: From Career Break to ₹30L+ Offer | Get SDE Ready Success Story

Rohit’s Journey to a Career Switch with Get SDE Ready

How Aniket prepared and cleared for Fintech company and got 80% hike | Get SDE Ready Success Story

From Rejections to 100% Hike 💯 | Get SDE Ready Success Story

How Nikil Cracked Top Tech Offers After 15 Years

How Soma Shaker Cracked Amazon SDE Interview with 150% Hike | Get SDE Ready Review

Somia’s Journey | Upskilling with Get SDE Ready | From DSA to System Design Success

Vimla Shares Her Honest Get SDE Ready Experience | 5⭐ Course Review

From Wipro to a US Startup | 85% Salary Hike | Get SDE Ready DSA Success Story

How Miraj Cracked Multiple Job Offers with 65%+ Salary Hike! | DSA & System Design Success

How Akash Landed a Dream Job at Ecom Express DSA & System Design Success Story

How Shweta is able to crack offers from Walmart, Microsoft & Expedia with Get SDE Ready | Get SDE Ready Review

How Akshita cracked Nokia and got 45% hike

Pawan got 150% hike

Ankush cracked BharatPe & PayU | 250% hike with Get SDE Ready | Interview Questions discussed

How Raghu is able to crack 3 offers with Get SDE Ready | Get SDE Ready Review

Raghav Cracks Mastercard

Prabhat's Amazing Journey with Get SDE Ready: Transforming Tech Careers Seamlessly! | Coding | Tech

Gourang's Amazing Journey with Get SDE Ready: Transforming Tech Careers Seamlessly!

Shubham's Amazing Journey with Get SDE Ready: Transforming Tech Careers Seamlessly!

Start Learning Without Worry

Try the course for 7 days. If you don’t like it, get a full refund no questions asked.

Frequently Asked Questions

Easily find answers to common questions about our courses and services

Who should join this course?

Our courses are intended for anyone aspiring to become a Software Development Engineer. This includes university students who have very basic programming knowledge (2nd year or above), working professionals looking for a career switch or trying to upskill themselves, and anyone interested in the field of software development.

Is the amount refundable if I don't like the course?

This course offers a no-questions-asked, full refund policy effective within seven days of its registration.

What is the mode of the course, online or offline?

The course is 100% online. All the classes are going to be 100% live.

What if I miss a class?

You will be getting recordings of your classes and you will have lifetime access to them.

Are there any prerequisites?

Only basic programming knowledge is required.

Will there be doubt classes?

We have 24/7 live doubt support. Also, we conduct live doubt classes regularly as well in the weekdays whose timings are from 9pm-11pm.

Is placement guaranteed after completing the course?

Yes, we offer guaranteed placement upon successful completion of the course, including all required assessments and tests. Our program is structured to ensure you’re job-ready through rigorous training, real-world projects, and interview-focused preparation. Clearing the internal tests is a key part of the process to validate your readiness for placement opportunities.

What is the duration of the course?

The course’s duration is 3 months, though it can be extended if there is a need for additional classes focused on specific topics or further doubt sessions.

I have a full time job. Not sure if I will be able to make it?

The course is for working professional only. That’s why the timings are such: Instructor classes are on the weekends from 12pm-3pm. Doubt Classes are on the weekdays from 9pm-11pm.

Would there be any certificate on completion?

Yes! you will be getting certificate of completion.

Do you provide placement assistance?

Yes we provide placement assistance.

Its in 4 steps:

We will help you create a strong resume that increases your chances of getting shortlisted by companies.
⁠We will optimise your LinkedIn profile to ensure that recruiters can easily find and connect with you.
We will conduct mock interviews to help you assess your skills and prepare you to excel in real interviews.
We provide referrals to help you apply to top companies and get your interviews scheduled.

If I face any issues with my work or, due to an emergency, I am unable to attend the batch, can I join the next batch?

Yes, we completely understand that, as a working professional, you might face challenges. You can attend the live classes in any of the next three consecutive batches.

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