deepmodel

SEEKING WORK

Location: Frankfurt/Germany

Remote: Yes (W8BEN for US clients)

Willing to relocate: No

Technologies: PyTorch, Huggingface, TensorFlow, Python, Java, JavaScript, AWS, Docker/Kubernetes, Large Language Models, Stable Diffusion, Vision Transformer, OpenCV (tracking, SfM, SLAM etc.), monolith-to-microservice conversion on AWS, AWS cost optimization

CV: Upon request; Deep Learning @ Stanford, ML @ Georgia Tech, business @ UIUC; worked for some well-known companies in SW engineering roles on exciting products before moving to consulting (as an engineering VP)

Email: deepmodel@protonmail.com

Location: Frankfurt/Germany

Remote: Yes (W8BEN for US clients)

Willing to relocate: No

Technologies: PyTorch, Huggingface, TensorFlow, Python, Java, JavaScript, AWS, Docker/Kubernetes, Large Language Models, Stable Diffusion, Vision Transformer, OpenCV (tracking, SfM, SLAM etc.), monolith-to-microservice conversion on AWS, AWS cost optimization

CV: Upon request; Deep Learning @ Stanford, ML @ Georgia Tech, business @ UIUC; worked for some well-known companies in SW engineering roles on exciting products before moving to consulting (as an engineering VP)

Email: deepmodel@protonmail.com

Location: Germany, work world-wide

Remote: 100%

Willing to relocate: only to sunny weather

Technologies: Keras, PyTorch, Horovod, PySpark etc.

Résumé/CV:

- AI-based image/vector editor (US)

- multi-camera human sports activity tracking and video editor (EU)

- microscopic manufacturing defect detection (EU)

- 3D indoor reconstruction using SLAM (US)

- mobile traffic anomaly/fraud detection, CLV estimation (EU)

- detailed CV upon request

- 3-6 months intense projects preferred, full pipelines (app development, algorithm and model construction, deployment)

- US work via W8-BEN

- worked/studied at top companies/universities

Email: deepmodel (at) protonmail.com

SEEKING WORK

Location: Germany, work world-wide

Remote: 100%

Technologies: Keras, PyTorch, Horovod, PySpark etc.

Résumé/CV:

- AI-based image/vector editor (US)

- multi-camera human sports activity tracking and video editor (EU)

- microscopic manufacturing defect detection (EU)

- 3D indoor reconstruction using SLAM (US)

- mobile traffic anomaly/fraud detection, CLV estimation (EU)

- detailed CV upon request

- 3-6 months intense projects preferred

- US work via W8-BEN

- worked/studied at top companies/universities in the past

Email: deepmodel (at) protonmail.com

SEEKING WORK

Location: Germany, work world-wide

Remote: 100% remote

Willing to relocate: No

Technologies: TensorFlow, PySpark etc.

Résumé/CV:

- multi-camera human sports activity tracking

- manufacturing defect detection for automotive industry with Deep Learning

- 3D indoor reconstruction using SLAM

- mobile traffic anomaly/fraud detection

- detailed CV upon request

- best 3-6 months intense projects; no management positions at the moment

- US clients via W8-BEN

Email: deepmodel (at) protonmail.com

Location: Germany, work world-wide

Remote: Yes

Willing to relocate: No

Technologies: Keras/TensorFlow (recent arXiv models), Python, PySpark, Java, C++, CUDA, mostly computer vision & large scale 3D processing and visualization

Résumé/CV:

- manufacturing defect detection for automotive industry with Deep Learning (<2% real-world false positive rate)

- detecting anomalies in human activities from pair-wise spatio-temporal relationships of human pose estimates in continuous video feed using time-distributed attention-enhanced VRNNs

- 3D indoor reconstruction using SLAM, randomized non-linear optimization, semantic segmentation and depth estimation from mobile video feed (ensemble)

- Mobile traffic anomaly/fraud detection (GBT + discrete VRNN)

- Image content filtering using Deep Learning (DenseNet)

- Diagnosing lung diseases from X-Ray images (CheXNet), surpassing human level performance

- End-to-end self-driving car control (NVidia Dave2Net)

- MS from a top US school, worked for some of the best tech companies; detailed CV upon request

Email: deepmodel (at) protonmail.com

SEEKING WORK

Location: Germany, work world-wide

Remote: Yes, remote-only

Willing to relocate: No

Technologies: Keras/TensorFlow (recent arXiv models), Python, PySpark, mostly computer vision & large scale 3D processing and visualization

Résumé/CV:

- manufacturing defect detection for automotive industry with Deep Learning (<2% real-world false positive rate)

- detecting anomalies in human activities from pair-wise spatio-temporal relationships of human pose estimates in continuous video feed using time-distributed attention-enhanced VRNNs

- 3D indoor reconstruction using SLAM, randomized non-linear optimization, semantic segmentation and depth estimation from mobile video feed (ensemble)

- Mobile traffic anomaly/fraud detection (GBT + discrete VRNN)

- Image content filtering using Deep Learning (DenseNet)

- Diagnosing lung diseases from X-Ray images (CheXNet), surpassing human level performance

- End-to-end self-driving car control (NVidia Dave2Net)

- MS from a Top US school, worked for some of the best tech companies; detailed CV upon request

Email: deepmodel (at) protonmail.com

SEEKING WORK

Location: Germany, work world-wide

Remote: Yes, remote-only

Willing to relocate: No

Technologies: Keras/TensorFlow (recent arXiv models), Python, PySpark, mostly computer vision & large scale 3D processing and visualization

Résumé/CV:

- manufacturing defect detection for automotive industry with Deep Learning (<2% real-world false positive rate)

- detecting crime in progress from pair-wise spatio-temporal relationships of human pose estimates in continuous video feed using time-distributed attention-enhanced ConvNet-RNNs

- 3D indoor reconstruction using SLAM, randomized non-linear optimization, semantic segmentation and depth estimation from mobile video feed (ensemble)

- Mobile traffic anomaly/fraud detection (GBT + discrete VRNN)

- Image content filtering using Deep Learning (DenseNet)

- Diagnosing lung diseases from X-Ray images (CheXNet), surpassing human level performance

- End-to-end self-driving car control (NVidia Dave2Net)

- Top 10 US school MS education; detailed CV upon request

Email: deepmodel (at) protonmail.com

Location: Germany, work world-wide

Remote: Yes, remote-only

Willing to relocate: No

Technologies: Keras/TensorFlow (recent arXiv models), Python, PySpark, mostly computer vision & large scale 3D processing and visualization

Résumé/CV:

- manufacturing defect detection for automotive industry with Deep Learning (<2% real-world false positive rate)

- detecting crime in progress from pair-wise spatio-temporal relationships of human pose estimates in continuous video feed using time-distributed attention-enhanced ConvNet-RNNs

- 3D indoor reconstruction using SLAM, randomized non-linear optimization, semantic segmentation and depth estimation from mobile video feed (ensemble)

- Mobile traffic anomaly/fraud detection (GBT + discrete VRNN)

- Image content filtering using Deep Learning (DenseNet)

- Diagnosing lung diseases from X-Ray images (CheXNet), surpassing human level performance

- End-to-end self-driving car control (NVidia Dave2Net)

- Top 10 US school MS education; detailed CV upon request

Email: deepmodel (at) protonmail.com