---
layout: farshid_default
title: "Computer Vision"
permalink: /notes/docs/computer-vision-overview/
description: "Computer vision topics: 3D vision, optical flow, multi-camera systems."
---

Overview of Dr. Farshid Pirahansiah's computer vision and AI expertise: 3D vision, multi-camera systems, optical flow, model optimization, and edge AI deployment.

# Dr. Farshid Pirahansiah

Computer Vision Research Engineer & Technical Lead | Berlin, Germany

## About Me

I am an accomplished Research Engineer with 12+ years of experience, including a PhD in Computer Science. My career has been dedicated to Computer Vision, Machine Learning, and ML Operations, with a proven track record of transforming complex algorithms into production-ready applications.

## Experience

- **12+ years:** Computer Vision, C++, R&D
- **10+ years:** Machine Learning, Deep Learning, Python, Embedded Systems, Multi-Camera Systems
- **7+ years:** IoT, Model Optimization, Robotics, Medical Imaging, Cloud (AWS)
- **5+ years:** Technical Lead, Global Collaboration
- **2+ years:** LLMs, Multimodal AI, RAG, Agentic Workflows

## Core Skills

- **Computer Vision & AI:** Image processing, deep learning, real-time systems
- **Languages:** Python, C++, MATLAB
- **Frameworks:** PyTorch, TensorFlow, ONNX Runtime, TensorRT, OpenVINO
- **Tools:** Docker, Kubernetes, AWS, Git, MLflow, CI/CD
- **Edge AI:** Jetson, Coral TPU, model quantization (INT8/FP16)

## Published Research

- **3 Patents** (Face Image Augmentation, Vehicle Detection, Facial Analysis Advertising)
- **2 Book Chapters** (Springer)
- **6 Journal Papers** | **11 Conference Papers**
- [Full Portfolio](/farshid/content/computer-vision.md)

## Consulting Services

I offer personalized coaching, tutoring, and consulting in computer vision and AI. [Learn more](/farshid/content/note-coaching-roadmap.md).

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## Content Hub

### Computer Vision & 3D
- [3D Vision & Multi-Camera Systems](/farshid/content/note-3d-vision.md) — Point clouds, depth sensing, camera sync
- [Optical Flow: Challenges & Solutions](/farshid/content/note-optical-flow.md) — Illumination, occlusion, fast motion
- [Real-Time Multi-Camera Systems](/farshid/content/note-multi-camera.md) — Scaling to 100+ cameras

### AI & LLMs
- [Advanced LLM Concepts](/farshid/content/note-llm-concepts.md) — RAG, embeddings, multimodal
- [Orchestrating AI Agents](/farshid/content/note-llm-agents.md) — Multi-agent systems
- [Blog: AI & LLMs](/farshid/content/note-llm-blog.md) — RAG vs CAG, multi-agent architectures

### CUDA & GPU
- [Numba JIT Tutorial](/farshid/content/note-numba.md) — Python performance optimization
- [PyCUDA Kernel Explanation](/farshid/content/note-pycuda.md) — CUDA from Python
- [CUDA in VS Code on Windows](/farshid/content/note-cuda-vscode.md) — Dev environment setup
- [MLX, CoreML & Metal](/farshid/content/note-apple-ml.md) — Apple Silicon ML

### Programming & Tools
- [C++ Quick Reference](/farshid/content/note-cpp.md) — Memory, STL, debugging
- [Python Configuration & Tips](/farshid/content/note-python-configuration.md) — Config management, pybind11, Cython
- [Developer Tools & Setup](/farshid/content/note-developer-tools.md) — Docker, GitHub, CLI tools
- [Shell & Vim Reference](/farshid/content/note-shell-vim.md) — Terminal essentials

### Optimization & ML
- [CV, DL & ML Optimization](/farshid/content/note-optimization-guide.md) — Quantization, pruning, frameworks
- [Prompt Engineering Templates](/farshid/content/note-prompt-templates.md) — LLM prompt patterns

### Business & Career
- [Startup Guide](/farshid/content/note-startup-guide.md) — Edge AI business, fundraising, pitch decks
- [SEO for LLM-Powered Search](/farshid/content/note-seo-for-llms.md) — Structured data, AI visibility
- [Local Video Avatar Generator](/farshid/content/note-llm-avatar.md) — Ollama + Wav2Lip tutorial
- [Top LinkedIn Posts 2024](/farshid/content/note-linkedin-2024.md) — Camera calibration, C++, robotics

### Resources
- [Portfolio & Publications](/farshid/content/computer-vision.md) — Patents, books, papers
- [Curated Links](/farshid/content/computer-vision.md) — Tools, tutorials, reading

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## Connect

- [LinkedIn](https://www.linkedin.com/in/pirahansiah/)
- [GitHub](https://github.com/pirahansiah)

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## AI Assistant

- [Computer Vision Developer GPT](https://chat.openai.com/g/g-vHELtCqJq-computer-vision-developer) — Expert in Python, OpenCV for CV applications