Find Your Career Path
Step-by-step roadmaps for developer roles.
AI & Machine Learning Engineer
The complete, industry-standard learning journey from linear algebra and Python data science to PyTorch, Transformers, LLM fine-tuning, RAG, and production MLOps.
Frontend Developer
Master modern frontend engineering: HTML5/CSS3 semantics, TypeScript, React 19, Next.js Server Components, state management, and Web Vitals performance.
Backend Developer
Master server-side architecture, relational & NoSQL databases, REST/GraphQL APIs, message brokers (Kafka/RabbitMQ), and distributed systems.
Full-Stack Developer
End-to-end full-stack web engineering: Next.js frontend, Node.js backend, PostgreSQL databases, Docker containers, and cloud deployment.
Flutter & Mobile Developer
Cross-platform iOS and Android mobile development using Dart, Flutter widgets, BLoC/Riverpod state architecture, and native device APIs.
DevOps & Cloud Engineer
Linux systems, cloud infrastructure (AWS/Azure), Terraform Infrastructure-as-Code, Kubernetes container orchestration, and automated CI/CD pipelines.
Cybersecurity & AppSec Engineer
Network security, OWASP Top 10 vulnerabilities, penetration testing, cryptography, secure coding, and DevSecOps.
Data Scientist
Statistical analysis, data wrangling, machine learning models, visualization dashboards, and business insights engineering.
Data Engineer
Build high-throughput batch and streaming data pipelines with Apache Spark, Airflow, Kafka, Snowflake, and dbt.
Game Developer (C++ & Unreal)
3D mathematics, physics engines, low-level memory management, C++, and game loops in modern game engines.