Academic Teaching

Core courses taught at FISAT with focus on fundamentals and practical applications

Professional Training

Hands-on training programs for working professionals and teams

🔴

Laravel & Backend Development

Comprehensive training on Laravel framework, API development, database design, and production deployment best practices.

40+ Hours
Team/Individual
  • Laravel fundamentals & MVC architecture
  • Eloquent ORM & database migrations
  • RESTful API development
  • Authentication & authorization
  • FilamentPHP admin panels
  • Deployment & DevOps basics
📊

Applied Machine Learning

Hands-on training focused on practical ML implementations, from data preprocessing to model deployment in production.

30+ Hours
Hands-on Projects
  • Python for data science
  • Data preprocessing & feature engineering
  • Classification & regression models
  • Model evaluation & validation
  • Real-world dataset projects
  • Kaggle competition strategies
🖥️

GPU / NVIDIA Deployment

Specialized training on NVIDIA GPU setup, CUDA programming basics, and deploying AI/ML workloads on GPU infrastructure.

20+ Hours
Technical Teams
  • NVIDIA driver & CUDA setup
  • GPU monitoring & optimization
  • Docker with GPU support
  • ML frameworks on GPU (PyTorch/TensorFlow)
  • ComfyUI & Stable Diffusion deployment
  • Production infrastructure patterns
👤

One-to-One Mentoring

Personalized mentoring sessions tailored to your specific learning goals, challenges, and career objectives.

Flexible Schedule
Personalized
  • Career guidance & roadmap planning
  • Technical skill development
  • Project code reviews
  • Interview preparation
  • Problem-solving strategies
  • Industry best practices

Teaching Philosophy

🧠

Fundamentals First

Strong emphasis on understanding core concepts before diving into frameworks and tools.

🔨

Learn by Building

Hands-on projects and real-world examples to reinforce learning and build practical skills.

💡

Problem-Solving Focus

Teaching how to approach and break down problems, not just memorizing solutions.

🔄

Continuous Feedback

Regular assessments and personalized feedback to track progress and improve.

What Students Say

"The practical approach to teaching ML helped me understand concepts I had struggled with for months. Highly recommended!"

👨‍💻
Former Student M.Tech CS

"The Laravel training was exactly what our team needed. We went from zero to deploying production apps in weeks."

👩‍💼
Team Lead Software Company

"Clear explanations, patient teaching, and real-world examples. One of the best professors during my B.Tech."

👨‍🎓
Former Student B.Tech CSE

Interested in training or mentorship?

Let's discuss how I can help you or your team level up.