Build & Deploy
Production AI Systems
India's premier AI engineering institute. Live cohorts, intensive workshops, and 52+ free deep technical articles.
Next cohort: Aug 9, 2026• Deadline: Jul 25
20
Live Sessions
Per Cohort
10
Weeks
Duration
30
Seats Only
Selective
52+
Free Articles
Knowledge Base
TechCrunch
“AI engineering skills are the most in-demand in 2026”
Forbes
“Production AI engineers command 80%+ salary premiums”
McKinsey
“70% of AI projects fail to move past pilot stage”
Gartner
“By 2027, 75% of enterprises will shift to production AI”
Structured Training for Production Engineers
The FDE@ProdAI Learning Framework
Foundations
Transformer math, attention, tokenization
Core Techniques
LoRA fine-tuning, RLHF, embeddings
Build Systems
RAG pipelines, graphs, agents
Deploy
Scaling, monitoring, optimization
Evaluate
Red-teaming, bias, frameworks
Ship & Present
Capstone, peer review, demo
10 Weeks to Production Mastery
LLM Foundations
- Tokenization
- Transformers
- Attention
- Positional Encoding
Training & Fine-Tuning
- Pre-training
- LoRA/QLoRA
- RLHF & DPO
- Evaluation
RAG & Retrieval
- Embeddings
- Vector Stores
- Chunking
- Re-ranking
Knowledge & Graphs
- Neo4j
- RDF/OWL
- SPARQL
- Graph-RAG
Agents & Production
- Agent Arch
- Tool Use
- Multi-Agent
- Deployment
Taught By Industry Practitioners
Dr. Anil Kumar
Ex-Google AI
LLM Systems
Shreya Menon
Ex-Microsoft Research
RAG & Search
Rajesh Iyer
Ex-Amazon
Knowledge Graphs
Priya Venkatesh
Ex-DeepMind
AI Agents
Karthik S.
Ex-Flipkart AI
MLOps
Ananya Roy
Ex-Meta AI
Fine-Tuning
Industry Mentors
Vikram N.
Sunita R.
Microsoft
Arjun K.
Flipkart
Meena I.
Amazon
Rohit S.
Razorpay
Deepa M.
Adobe
Sanjay G.
AI Startup
Kavitha N.
SAP Labs
Built Different From Day One
Production-First
Deploy real systems, not toy demos
Live Cohorts
30 seats, real-time Q&A
52+ Free Articles
Full knowledge base, open forever
Real Projects
Production capstone deployments
Community
Discord, peer reviews, alumni
Structured Paths
No gaps, beginner to advanced
Compensation & Industry Demand
| Role | India | Global |
|---|---|---|
| AI/ML Engineer | ₹15-45 LPA | $120k-$200k |
| Senior AI Engineer | ₹35-75 LPA | $180k-$300k |
| LLM Engineer (Production) | ₹25-60 LPA | $150k-$280k |
| AI Solutions Architect | ₹40-80 LPA | $200k-$350k |
Indicative ranges. Varies by experience & geography.
Remote / Global
India
From Learners to Production Engineers
“Went from notebooks to deploying inference pipelines within weeks.”
Priya S.
ML Engineer, Flipkart
“Real engineering — not just model.predict(). RAG capstone was worth the entire fee.”
Arjun R.
Senior Data Scientist
“Small cohort = actual answers to architecture questions. 10x better than video.”
Meera P.
AI PM, Razorpay
“Only course where I built something serving production traffic.”
Vikram S.
Backend → AI Engineer
Admission Process
Apply
Fill form with background & goals
Assessment
Short technical assessment
Interview
15-min cohort fit check
Enroll
Accept, pay, begin journey
Eligibility
Engineering degree or equivalent
1+ years programming (Python preferred)
Basic ML understanding
8-10 hours/week commitment
Frequently Asked Questions
India's premier AI engineering institute. Live cohort programs, intensive workshops, and a free 52+ article knowledge base covering LLMs to production deployment.
Engineers with 1+ years coding who want to build and deploy production AI. Backend engineers, data scientists, ML researchers, and full-stack developers.
Live instruction (not video), production-first (deploy real systems), small cohorts of 30 (personalized attention).
8-10 hours/week for 10 weeks. One 2-hour live session on Saturdays + self-paced assignments.
20 live sessions, materials, capstone mentoring, lifetime recordings, Discord access, certificate, career support.
Yes. All 52+ articles are free forever. We build trust through value — blog drives authority, programs deliver depth.
Full refund within week 1. 50% refund up to week 4. No refunds after.
₹25,000 / $299 for the full 10-week LLM Engineering cohort. Workshops priced separately at ₹5,000-8,000.
Ready to Build Production AI?
30 engineers, 20 live sessions, real projects — or start free with 52+ articles.
30 seats • ₹25,000 / $299 • 100% production-focused