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Umit Kacar
Senior Machine Learning Engineer in Computer Vision (Mobile, C++, Python) at TECH5
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Umit Kacar's Summary
10+ years Industry Experience on Hands-on Machine Learning in Computer Vision
7+ years Academia Experience (2 Masters, 5+ Doctorate) on Machine learning in Computer Vision
* Multidisciplinary Domain (biometrics, medicine, healthcare, agriculture, fintech, film, movie, unmanned vehicles, gaming etc.)
* Main Programming Language (Python, C++)
* Edge Computing (TinyML, onnxruntime, ncnn, tensorRT, cmake)
- Mobile Side (IOS, Swift, Xcode, CoreML, Android, C++, onnx, ncnn, onnxruntime)
- Embedded System (STM32, Raspberry Pi, ARM, Nvidia Jetson Nano -TX2)
- AI Model Optimization (Pruning, Quantization, Knowledge Distillation, Neural Architecture Search)
* Generative AI
- Large Vision Models (LVM) (SAM, FastSAM, MobileSAM, EdgeSAM, Grounded-SAM, RAM++, SEEM)
- Multimodal (Text, image, audio, LLava, Language Guidance)
- Stable Diffusion (text2image, image2image, text2video, image2text, image2video)
- LLMs (LLama, Mistral 7B, LoRa, PEFT, Prompt Tuning, RAG)
- Generative Adversarial Network (Pix2Pix, StyleGAN)
- Variational Autoencoders (VAEs)
- Prompt Engineering
* Deep Learning (CNN, Vision Transformers, MLP, RNN, AutoEncoder)
* Deep Learning Framework (Pytorch, Keras, Tensorflow)
* Python Library (Numpy, Pandas, Scikit-Learn, Matplotlib, SciPy)
* Object Detection (YOLO, NanoDET)
* Object Recognition (Transfer Learning, Resnet, EfficientNet, Vit)
* Image Segmentation (Unet, SAM)
* Image Processing (OpenCV)
* Deployment (Flask, FastAPI, Mobile, Docker)
* Multi-Biometrics (Face - Fingerprint - Iris - Sclare - Ear - Voice - Sign - Palm Vein - Palmprint)
- Detection, Verification, Recognition, Anti-Spoofing (Liveness), DeepFake,
- Image Quality Assessment (IQA)
* KYC / AML System (ID Card, Passport, Driver License)
- Digital Manipulation & Fraud Detection
- Document Detection & Segmentation & Liveness
- Document Hologram Detection
- Document Image Quality Assessment
- Glare & Blur & Noise Detection
* Machine Learning Operations (MLOps)
* Cloud Computing (AWS, GCP, SageMaker, PaperSpace)
* 3D Computer Vision (Lidar)
- 3D Face-Ear Recognition & Reconstruction
* Face Photo Editor (Beauty Tools)
- Image Hair Matting, Image & Video Inpainting
- Face, Skin, Hair Segmentation, Background Removal
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Frequently Asked Questions regarding Umit Kacar
What company does Umit Kacar work for?
Umit Kacar works for
TECH5 as Senior Machine Learning Engineer in Computer Vision (Mobile, C++, Python)
What is Umit Kacar role in TECH5?
Umit Kacar roles in
TECH5
is Senior Machine Learning Engineer in Computer Vision (Mobile, C++, Python)
What is Umit Kacar’s email address?
Umit Kacar's email address is U******@tech5.ai
What is Umit Kacar's business email address?
Umit Kacar's business email address is U****@tech5.ai
Where is Umit Kacar based?
Umit Kacar is based in London Area, United Kingdom.
What industry does Umit Kacar work in?
Umit Kacar works in the industry of: Information Technology and Services
Who is TECH5's Senior Machine Learning Engineer in Computer Vision (Mobile, C++, Python)?
TECH5
's Senior Machine Learning Engineer in Computer Vision (Mobile, C++, Python) is Umit Kacar
