Digital Downloads — Technical guides, cheat sheets, and tutorials by Dr. Farshid Pirahansiah — https://pirahansiah.com/shop/
Digital Downloads
Technical guides, cheat sheets, AI prompt packs, and tutorials on computer vision, AI, CUDA, and software engineering — by Dr. Farshid Pirahansiah.
AI Prompt Packs — Etsy
CV & Edge AI Engineering
CV pipelines, edge deployment, and INT8/INT4 quantization skills — the full computer-vision agent stack.
Code Review & Debugging
Code-reviewer, debugger, and security-auditor agents plus a structured bug-diagnosis loop.
System Design & Architecture
Deep-module design vocabulary, domain modeling, and relentless design interviews.
Agent Workflows & Autonomy
Autonomy ladders, evaluator-optimizer loops, handoffs, and PRD-to-issue pipelines.
Engineering Discipline
TDD, project modernization, throwaway prototypes, and learning from failures.
Writing & Communication
Humanize AI text, force terse output, and teach concepts clearly.
Knowledge Graph & Memory
Turn anything into a knowledge graph and query it with the codebase-memory MCP.
Computer Vision
3D Vision & Multi-Camera Systems
A practical deep dive into stereo vision, depth estimation, point clouds, and synchronized multi-camera pipelines for production computer vision — from camera calibration to real-time 3D reconstruction.
Download PDF ↓Computer Vision Coaching Roadmap
A structured learning path from CV fundamentals to production systems — the exact skills, tools, and milestones to become a computer vision engineer.
Download PDF ↓Real-Time Multi-Camera Systems
How to scale computer vision from 2 to 100+ synchronized cameras using GStreamer and GPU acceleration — hardware selection, synchronization, and pipeline design.
Download PDF ↓Optical Flow — Motion Estimation
Dense and sparse optical flow algorithms explained with real-world tradeoffs: handling illumination change, occlusion, and fast motion in video analysis and tracking systems.
Download PDF ↓CUDA & GPU
Apple Silicon ML — MLX, CoreML & Metal
Run and optimize machine learning on Apple Silicon with MLX, CoreML, and Metal — the frameworks, workflows, and best practices.
Download PDF ↓CUDA in VS Code on Windows
A complete setup guide for CUDA development in VS Code on Windows — toolchain installation, IntelliSense, build tasks, and debugging.
Download PDF ↓Numba JIT — Accelerate Python Loops
Speed up Python loops with just-in-time compilation. A hands-on Numba tutorial covering @jit, @vectorize, and GPU kernels with practical performance examples.
Download PDF ↓PyCUDA — CUDA Kernels from Python
Write custom CUDA kernels directly from Python: memory management, grid/block configuration, and kernel optimization explained step by step.
Download PDF ↓AI & LLMs
Orchestrating AI Agents
Multi-agent systems, tool use, and RAG pipelines — how to design, coordinate, and deploy autonomous AI agents in production.
Download PDF ↓Advanced LLM Concepts
Transformer architecture, attention mechanisms, RAG, embeddings, and scaling laws — a clear technical guide for anyone building with LLMs.
Download PDF ↓Local Video Avatar Generator
Build a local AI video avatar with Ollama and Wav2Lip — a complete tutorial for offline talking-head generation with no cloud dependency.
Download PDF ↓Optimization
CV, DL & ML Model Optimization
Model quantization, pruning, and edge deployment strategies to make models smaller, faster, and cheaper to run on any hardware.
Download PDF ↓Prompt Engineering Templates
Reusable LLM prompt patterns and templates to get better, more consistent results from ChatGPT, Claude, and local models.
Download PDF ↓Programming
C++ Quick Reference
A concise C++ cheat sheet: stack vs heap memory, STL containers, debugging, and Linux essentials — the reference you'll reach for daily.
Download PDF ↓Developer Tools & Setup
Essential developer tooling: Docker workflows, GitHub tricks, and CLI tools for modern software engineering and DevOps.
Download PDF ↓Python Configuration & Binding
ConfigParser, argparse, pydantic, hydra, pybind11, and Cython — production-grade Python configuration and C/C++ binding patterns.
Download PDF ↓Shell & Vim Reference
Terminal essentials and Vim basics — a quick reference for working faster in the shell and editing like a pro.
Download PDF ↓Business
Top LinkedIn Posts — Technical Writing
High-performing technical LinkedIn posts on camera calibration, C++, and robotics — inspiration and templates for technical content.
Download PDF ↓SEO for LLM-Powered Search
Structured data and AI-friendly content optimization to get your content surfaced by LLM search engines and answer engines.
Download PDF ↓Startup Guide — Edge AI & Fundraising
A complete edge-AI business plan, a fundraising guide for Germany, pitch deck templates, and growth strategies for startup founders.
Download PDF ↓Research
Portfolio & Publications
A complete portfolio of patents, books, journal papers, and projects — 12+ years of computer vision and AI research at a glance.
Download PDF ↓