HireArcYour arc to getting hired
RoadmapsCompany PrepPricingAbout
Log inGet started
HireArcYour arc to getting hired

Structured roadmaps, company-wise interview prep and an AI tutor on every topic — for developers preparing for placements and interviews.

Built in IndiaSecure payments via Razorpay

Product

  • Roadmaps
  • Company Prep
  • Pricing
  • AI credits

Company

  • About
  • Contact

Legal

  • Privacy Policy
  • Terms of Service
  • Refund Policy

© 2026 HireArc. All rights reserved.

Questions? hirearc.support@gmail.com

All roadmaps
Available nowNew

AI Engineer Roadmap

LLMs, RAG, agents and MLOps — build production AI systems.

Modules
14
Topics
69
AI tutor
Every topic
Access
Lifetime

₹199

One-time payment · lifetime access

Buy nowPreview the first topic free
  • Lifetime access — no subscription
  • AI tutor, plus 200 bonus credits
  • Interview Q&A in every topic
  • All future updates included
  • Refund if access ever fails

Course content

14 modules · 69 topics. The first topic is free to preview.

01AI Foundations5 topics · this module ₹19
Buy module
  • 01What is AI EngineeringFree preview
  • 02Math for AI Engineers
  • 03Python for AI Engineers
  • 04AI Dev Environment Setup
  • 05Reading AI Papers Effectively
Buy just this module · ₹19 →
02Classical ML5 topics · this module ₹29
Buy module
  • 01Supervised Learning Fundamentals
  • 02Regression
  • 03Classification
  • 04Clustering and Dimensionality Reduction
  • 05Model Evaluation and Pipelines
Buy just this module · ₹29 →
03Deep Learning Foundations5 topics · this module ₹29
Buy module
  • 01Neural Networks From Scratch
  • 02PyTorch Essentials
  • 03Training Loop Patterns
  • 04Regularization and Generalization
  • 05Working with GPUs
Buy just this module · ₹29 →
04NLP and Transformers5 topics · this module ₹29
Buy module
  • 01Tokenization
  • 02Word to Contextual Embeddings
  • 03Attention Mechanism
  • 04Transformer Architecture
  • 05HuggingFace Ecosystem
Buy just this module · ₹29 →
05Large Language Models6 topics · this module ₹29
Buy module
  • 01LLM Landscape 2026
  • 02How LLMs Actually Work
  • 03Context Windows Tokenization Sampling
  • 04Working with APIs
  • 05LLM Evaluation
  • 06Cost and Latency Economics
Buy just this module · ₹29 →
06Prompt Engineering5 topics · this module ₹29
Buy module
  • 01Prompt Engineering Fundamentals
  • 02Few Shot Chain of Thought
  • 03Structured Output
  • 04Prompt Caching and Cost Tuning
  • 05Anti Patterns and Hallucination
Buy just this module · ₹29 →
07RAG and Search6 topics · this module ₹29
Buy module
  • 01Why RAG Exists
  • 02Embeddings and Vector Databases
  • 03Chunking Strategies
  • 04Hybrid Search
  • 05Reranking
  • 06Building Production RAG
Buy just this module · ₹29 →
08LLM Fine Tuning4 topics · this module ₹29
Buy module
  • 01When to Fine Tune
  • 02SFT with HuggingFace
  • 03LoRA QLoRA Practical
  • 04DPO and Preference Tuning
Buy just this module · ₹29 →
09Agents and Tool Use6 topics · this module ₹29
Buy module
  • 01What is an Agent
  • 02Tool Use Fundamentals
  • 03Claude Agent SDK
  • 04Multi Agent Systems
  • 05MCP Essentials
  • 06Evaluating Agents
Buy just this module · ₹29 →
10Generative AI Beyond Text3 topics · this module ₹29
Buy module
  • 01Image Generation
  • 02Multimodal Models
  • 03Voice and Speech
Buy just this module · ₹29 →
11MLOps and Production6 topics · this module ₹29
Buy module
  • 01Deploying ML LLM Apps
  • 02Model Versioning Registry
  • 03Monitoring and Drift
  • 04LLM Observability
  • 05Caching Rate Limiting Cost
  • 06Safety Guardrails Red Teaming
Buy just this module · ₹29 →
12AI System Design5 topics · this module ₹29
Buy module
  • 01Interview Framework
  • 02Design Customer Support Bot
  • 03Design Code Assistant
  • 04Design Document QA
  • 05Design Multi Agent Workflow
Buy just this module · ₹29 →
13Career and Portfolio4 topics · this module ₹29
Buy module
  • 01AI Engineer Job Market 2026
  • 02Building a Portfolio
  • 03Common Interview Questions
  • 04Open Source Contributions
Buy just this module · ₹29 →
14Interview Mastery4 topics · this module ₹29
Buy module
  • 01Rapid Fire QA Bank
  • 02Deep Dive QA by Theme
  • 03Mock Interview Transcripts
  • 04Behavioral STAR and Negotiation
Buy just this module · ₹29 →

Ready when you are

Lifetime access, AI tutor included, no subscription.

Buy nowTry the free preview