AI Career Roadmap — Multi-Track Career Planning Platform

Your Tracks:

Left-to-Right layout: Follow Level 1 through Level 4 sequentially.

🤖

Dreamy

Quest Navigator

You are exploring the "Applied AI & Large Model Systems Track" quest track! Follow the nodes from Left to Right. Click any level to unlock learning resources and project missions.

Your Quest JourneyLeft → Right Flow

Click any stage milestone to open courses, guides & project tasks

Novice Scout ✨

0/1000 XP (0%)

Level 1 • Explorer 🎒

+250 XP

Foundations: Discrete Math, Python & Data Structures

🎯 Level Quest: Master discrete mathematics, vector linear algebra, clean Python programming, and relational database design.

🏆 Cool Boss Project To Build:

Deploy an automated research paper indexer script in Python with a PostgreSQL schema and documented REST API on GitHub.

4 key subjects3 verified courses

Click for courses & guide

Level 2 • Builder 🛠️

+250 XP

Applied Machine Learning & Deep Neural Networks

🎯 Level Quest: Transition from data wrangling to training supervised/unsupervised models using Scikit-Learn and neural architectures with PyTorch.

🏆 Cool Boss Project To Build:

Train, evaluate, and open-source a vision or text classifier on HuggingFace Spaces with a responsive Gradio demo and benchmark report.

4 key subjects2 verified courses

Click for courses & guide

Level 3 • Creator 🚀

+250 XP

Production ML Systems, Microservices & RAG

🎯 Level Quest: Serve models in production with low latency, Docker containerization, cloud pipelines, and vector database retrieval.

🏆 Cool Boss Project To Build:

Deploy a production-grade multi-tenant RAG application with streaming responses, cached embeddings, and rate-limiting on AWS or Railway.

4 key subjects2 verified courses

Click for courses & guide

Level 4 • Champion 🏆

+250 XP

Distributed Inference, Capstone Portfolio & Placement

🎯 Level Quest: Optimize large-scale model inference using vLLM/TensorRT, contribute to popular open-source repos, and clear off-campus technical rounds.

🏆 Cool Boss Project To Build:

Have a merged Pull Request in a recognized open-source library and build a personal portfolio showcasing 3 live production applications with measurable latency benchmarks.

4 key subjects2 verified courses

Click for courses & guide

React Flow

Compare Career Tracks

Switch between your modeled paths

3 Options

Re-rank paths by what matters most to you:

Primary ChoiceOption #1

Applied AI & Large Model Systems Track

Modern AI Engineering trajectory from algorithmic math and Python to distributed model serving, RAG architectures, and vLLM inference.

~18 Mo to Job

94% Fit Match

Active Primary Roadmap

Alternative TrackOption #2

Product & Interaction Design (UI/UX) Track

A visual, user-centric roadmap merging human-computer interaction, Figma design systems, frontend prototyping, and design research.

~12 Mo to Job

89% Fit Match

Alternative TrackOption #3

Full-Stack Cloud & Web Engineering Track

A practical, fast-ROI pathway focused on modern web platforms, TypeScript, Next.js, distributed databases, and cloud infrastructure.

~14 Mo to Job

86% Fit Match

Salary Insights (INR)

Live Verified

Real industry wages for this path, verified from hiring platforms:

Starting (Fresher / 0–2 Yrs)First campus/off-campus role

8,50,000 - 15,00,000

Mid-Career (3–5 Yrs)Experienced engineer/designer

18,00,000 - 32,00,000

Senior Lead (6+ Yrs)Staff / Principal leadership

48,00,000+

Verified Hiring Data Sources:

Levels.fyi Glassdoor Data