Teodor Toshkov
Senior Engineer at Araya Inc.
Fukuoka Prefecture, Japan
Summary
👤
Senior🎓
Top SchoolTeodor Toshkov is a Senior Engineer with a decade of experience specializing in deep learning, NLP, and image processing, currently based in Fukuoka while pursuing a Master’s in Information Science at Kyushu University on a MEXT scholarship. He blends research provenance—from multilingual text alignment and seq2seq models to spiking neural networks—with industry-grade deployment skills in computer vision, multi-camera 3D tracking, and Azure OpenAI. At Fusic he optimized deep learning inference on Jetson and enterprise GPUs using TensorRT, ONNX and quantization techniques, and now contributes similar production-focused ML engineering at Araya. His background spans academic signal processing and statistical programming to applied surveillance and medical imaging pipelines, giving him a rare cross-domain fluency. Teodor’s work emphasizes taking models from prototype to low-latency, embedded and cloud inference, often squeezing performance on constrained hardware. He combines curiosity-driven research instincts with practical engineering discipline, making him effective at translating novel ML ideas into shipping systems.
10 years of coding experience
4 years of employment as a software developer
New Bulgarian UniversityMaster's degree, Information Science, Master's degree, Information Science at Kyushu University
English, Japanese, Bulgarian
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (16)
python9
gpu9
neural-network9
machine-learning9
deep-learning9
tensor8
jetson-xavier8
numpy8
classification8
gpu-acceleration8
autograd7
pytorch6
tensorrt6
inference6
dependency-free5
Programming languages (3)
Github contributions (5)
teodorToshkov/ViTGAN-pytorch
Aug 2021 - Oct 2021
A PyTorch implementation of VITGAN: Training GANs with Vision Transformers
Contributions:12 commits, 1 PR, 4 pushes in 2 months
pytorchvision-transformer
teodorToshkov/pytorch
Mar 2023 - Mar 2023
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Contributions:7 pushes in 3 days
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