# Topics & Projects
## AI & Machine Learning
- LLMs, agents
- AI hardware, quantum
## Computer Vision
- Camera calibration
- Optical flow, multi-camera
## Getting Started
- ML fundamentals
- Developer tools & setup
## CUDA & GPU
- Numba, PyCUDA
- MLX, CoreML, Metal
## Career
- Startup guide
- Portfolio & publications
last_modified_at: 2026-08-08
Topics & Projects — Topics and projects covering AI, OpenCV, camera calibration, deep reinforcement learning, and more. — https://www.pirahansiah.com/notes/courses/ Topics and projects covering AI, OpenCV, camera calibration, deep reinforcement learning, and more.
Last updated: 2026-08-08.
Topics & Projects
AI & Machine Learning
- Advanced LLM Concepts — RAG, embeddings, multimodal
- Orchestrating AI Agents — Multi-agent systems
- AI Hardware Accelerators — NPU, edge AI chips
- OpenVINO — Intel inference optimization
- Machine Learning Specialization — ML fundamentals
- Full Stack Deep Learning — End-to-end DL
- MLOps — ML engineering for production
Computer Vision
- 3D Vision & Multi-Camera — Point clouds, depth sensing
- Optical Flow — Motion estimation
- Multi-Camera Systems — Scaling to 100+ cameras
- CV Coaching Roadmap — Learning path
Getting Started
- Machine Learning Specialization — ML fundamentals
- Full Stack Deep Learning — End-to-end DL
- Developer Tools & Setup — Docker, GitHub, CLI tools
- C++ Quick Reference — Memory, STL, debugging
CUDA & GPU
- Numba JIT Tutorial — Python performance
- PyCUDA Kernels — CUDA from Python
- CUDA in VS Code — Dev environment
- MLX, CoreML & Metal — Apple Silicon ML
Courses & Workshops
- FSDL 2022 — Continual learning, data management
- MLOps — ML engineering for production
- ROS — Robot Operating System
- Parallel Programming — Python parallel CV
- Modern C++ — C++29 for image processing
- Cloud-Native — Docker & Kubernetes
- TF Deployment — TF.js, TF Lite, mobile ML
- RISC-V — Open-source processor architecture
- Edge AI Summit — TinyML, neuromorphic, edge inference
- Embedded IoT — Embedded systems
- Tesla AI — Autonomous driving
- Metaverse — XR & spatial computing
- Book Summaries — Knowledge management, PKM
- IoT Scholarship — OpenVINO edge AI, object detection
Career
- Startup Guide — Edge AI business, fundraising
- Portfolio & Publications — Patents, books, papers
- Top LinkedIn Posts — Camera calibration, C++
#Topics #Projects #FarshidPirahansiah