6-Month Generative AI & LLM Engineering Program
Master Large Language Models, Prompt Engineering, RAG, LangChain, Fine-Tuning, and deploy production-ready GenAI applications.
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1800+ AI engineers trained
LLM Architecture
Transformers, attention mechanisms, GPT, Gemini, LLaMA — understand core generative models.
LangChain & RAG
Build retrieval-augmented generation pipelines, vector databases, and agentic workflows.
Fine-Tuning & Alignment
LoRA, QLoRA, RLHF, instruction tuning, and model optimization for domain-specific tasks.
GenAI Deployment
Deploy LLM APIs, streaming apps, and evaluation frameworks on cloud (AWS/GCP).
6-Month Generative AI Roadmap
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Month 1: Foundations of Generative AI
Python for AI, probability, neural network basics, intro to transformers and attention mechanism.
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Month 2: Prompt Engineering & LLM APIs
Prompt design, chain-of-thought, OpenAI API, Anthropic, Groq, and LLM app prototyping.
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Month 3: LangChain & RAG Systems
Vector databases (Pinecone, Chroma), document loaders, retrievers, memory, and agents.
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Month 4: Fine-Tuning & Model Optimization
LoRA, QLoRA, parameter-efficient fine-tuning, instruction tuning, and evaluation metrics.
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Month 5: Advanced GenAI Applications
Multimodal models (image generation, vision-language), audio AI, and agentic workflows.
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Month 6: Deployment, MLOps & Capstone
LLMOps, monitoring, cost optimization, and complete generative AI capstone project.
GenAI Tooling Arsenal
8+ GenAI Micro-Projects
Chatbots, RAG QA, document summarizer, code generator, and more.
1 Major Capstone (Production LLM App)
Deploy a complete generative AI application with monitoring and evaluation.
Get Certified in Generative AI Engineering
Receive an industry-recognized institutional certificate upon successfully completing your LLM projects and evaluations. Your credential validates hands‑on expertise in prompt engineering, RAG pipelines, model fine‑tuning, and deployment.
Unique Digital Reference Framework
Each certificate features a verification hash that can be added to your LinkedIn portfolio or resume.
Modular Milestone Grading
Your document captures performance across LLM foundations, RAG, fine‑tuning, and deployment modules.
Institutional Validation
Endorsed by SISTec’s AI faculty and industry advisory board, confirming your applied GenAI skills.
