Program Highlights Engineered for Career Breakthroughs
A high-intensity, career-first learning curriculum developed alongside industry architects to deliver tangible production competence, verified credentials, and guaranteed corporate experience.
6 Months Instructor-Led
Live interactive classes led by Senior Engineers & Tech Leads from top product firms. 150+ hours of live instruction, recorded sessions, and dedicated weekly 1-on-1 doubt clearing.
IBM Learning Ecosystem Access
Authorized access to the IBM SkillsBuild enterprise learning portal, official cloud tools, and verified IBM credentials that authenticate your skills to global employers.
Microsoft Learning Ecosystem Access
Direct access to Microsoft Learn resources, real cloud sandbox architectures, and scenario-based hands-on exercises aligned with industry certification standards.
Projects: Hands-on Portfolio
Build 10+ production-grade end-to-end applications deployed to GitHub and cloud infra. Create a public portfolio of real architectures that impresses technical interviewers.
Credentials: Credential Pathways
Receive verifiable digital badges and accredited certificates recognized across 500+ recruitment partners. Directly shareable on LinkedIn, resumes, and candidate profiles.
Internship*: 6-Month Paid Corporate Internship*
Guaranteed entry into real corporate project teams upon completing capstones. Earn an assured monthly stipend along with an official corporate experience letter.
What You Will Learn
Comprehensive curriculum engineered by Staff Engineers to bridge theoretical concepts and production deployment.
Understand the mathematical foundations of modern language models and generative neural networks.
- ✓ Attention Is All You Need: Scaled Dot-Product Attention, Multi-Head Attention, and Positional Encodings
- ✓ Encoder-Decoder vs Decoder-Only Architectures (BERT, T5, LLaMA, Mistral, GPT series)
- ✓ Tokenization Mechanics: Byte-Pair Encoding (BPE), SentencePiece, Vocabulary sizing, and Context Windows
- ✓ Loss functions, Perplexity metrics, Next-Token Prediction dynamics, and Sampling strategies (Temperature, Top-K, Top-P)
Master prompt execution patterns, chain-of-thought methodologies, and structured JSON output generation.
- ✓ Few-Shot, Zero-Shot, Chain-of-Thought (CoT), Tree-of-Thoughts, and Directional Stimulus Prompting
- ✓ Structured Output Enforcement: Pydantic schemas, Instructor, Outlines, and JSON schema constraints
- ✓ System Prompting architectures, dynamic persona orchestration, and memory management
- ✓ Prompt Injection defense, jailbreak mitigation, and input token sanitization tripwires
Construct production-grade knowledge retrieval pipelines that eliminate hallucinations on private data.
- ✓ Document Chunking Strategies: Recursive, Semantic, Parent-Document, and Sentence-Window chunking
- ✓ Vector Databases: Pinecone, ChromaDB, Weaviate, Milvus, and pgvector for high-scale nearest neighbors
- ✓ Advanced Retrieval: Hybrid Search (Dense Vector + Sparse BM25), Contextual Compression, and Cross-Encoder Reranking
- ✓ RAG Evaluation: RAGAS Framework assessing Faithfulness, Answer Relevance, and Context Precision
Adapt open-weights foundation models to proprietary domain datasets with consumer hardware efficiency.
- ✓ Supervised Fine-Tuning (SFT): Instruction dataset preparation, formatting, and loss masking
- ✓ Parameter-Efficient Fine-Tuning: LoRA (Low-Rank Adaptation) and QLoRA (4-bit Quantized LoRA)
- ✓ Direct Preference Optimization (DPO) and RLHF (Reinforcement Learning from Human Feedback) paradigms
- ✓ Quantization Techniques: GGUF, AWQ, and GPTQ for low-latency localized model serving
Build collaborative networks of autonomous agents capable of dynamic reasoning and tool execution.
- ✓ Agent Frameworks: LangGraph, CrewAI, AutoGen, and LangChain Expression Language (LCEL)
- ✓ Function Calling & Tool Use: Integrating web scrapers, database query engines, and calculation tools
- ✓ State Management: Cyclic graphs, human-in-the-loop validation, and persistent agent checkpointing
- ✓ Multi-Agent Collaboration: Hierarchical supervisor models and peer-to-peer debate architectures
Deploy, serve, secure, and monitor large language models in enterprise cloud production environments.
- ✓ High-Throughput Inference Engines: vLLM, TensorRT-LLM, and TGI (Text Generation Inference) with PagedAttention
- ✓ Security & Safety Guardrails: LlamaGuard, NeMo Guardrails, and sensitive PII data redaction
- ✓ Observability & Tracing: LangSmith, Arize Phoenix, and OpenTelemetry for token latency and cost tracking
- ✓ Kubernetes Cluster Deployment: GPU scheduling, autoscaling on queue depth, and cloud cost management
Tools & Technologies
Hands-on enterprise stack used across the program.
6-Month Career Transition Roadmap
A structured, milestone-driven progression designed to take you from foundational concepts to production-grade deployment and enterprise employment.
Foundations & Core Engineering
Master fundamental syntax, systems architecture, statistical principles, and core tooling required to build reliable technical foundations.
Advanced Implementation & Labs
Deep-dive into production frameworks, cloud integrations, automated pipelines, and enterprise-grade hands-on laboratory architectures.
Guaranteed Corporate Internship
Work on real corporate projects during your guaranteed 6-month paid internship* with monthly performance stipends and verified industry credentials.
Placement & Career Advancement
Access 1-on-1 interview preparation, resume branding, mock evaluations, and direct recruitment pathways across our 500+ corporate partners.
Production Capstone Projects
Build a portfolio of enterprise-grade projects evaluated by working tech leaders.
Multi-Agent Financial Research Analyst
LangGraph orchestrated system extracting SEC filings, synthesizing earnings calls, and generating structured market risk reports.
Multi-Hop Legal Contract Intelligence RAG
Production hybrid search pipeline using dense and sparse vector embeddings, reranking, and citation verifications over 50,000+ legal PDFs.
Domain-Adapted Medical Support LLM
Fine-tuned Llama 3 8B with QLoRA on clinical dialogue datasets, implementing NeMo Guardrails to eliminate hallucination.
Real-Time Voice & Vision AI Customer Copilot
Streaming multimodal agent capable of interpreting live technical schematics and generating voice-guided diagnostics.
Career Opportunities & Outcomes
Prepare for top-tier roles across our 500+ corporate recruitment partners.
High-Demand Career Tracks:
Frequently Asked Questions
Everything you need to know about admissions, curriculum, and internships.
This program is beginner-friendly and starts from fundamental core principles before advancing to production-grade enterprise implementations. Prior exposure to basic computing or programming is helpful but not mandatory.
Upon fulfilling course benchmarks and capstone assessments, you are placed into a guaranteed 6-month corporate paid internship* offering competitive monthly performance stipends with verified corporate experience letters and industry credentials.
You will earn official credentials and digital badges aligned with Microsoft AI Credential, alongside an official AI Campus Certificate of Mastery that is verifiable on LinkedIn and recognized by 500+ corporate hiring partners.
The program fee of ₹80,000 (inclusive of GST) can be paid via 0% interest no-cost EMI starting from ₹6,666/month with zero down payment required.
Graduates qualify for high-growth roles in AI & Data with corporate salary packages typically spanning from ₹10 - 32 LPA, backed by our dedicated 100% placement support team.
Confused about your career path? Don't wait — talk directly to a mentor.
Get transparent, personalized guidance on curriculum, eligibility, scholarship waivers, and the guaranteed monthly paid corporate internship*. No sales pressure — just honest advice from working tech leaders.
