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deepmodel

Re:Ask HN: Who wants to be hired? (August 2026) on Monday August 03, 2026 @10:05PM (#49163631)
Location: Germany

Remote: Yes

Willing to relocate: No, but work with US-based customers all the time (W8-BEN)

Technologies: anything LLM, fine-tuning/alignment, AI agents, custom harnesses; recent Stanford/GT on resume

Résumé/CV: Upon request; I worked on well-known visual AI agents (2024), custom agentic harnesses for a Toptal-like AI agency, automated and accelerated some cognitive sub-processes of a large company, LLM model router etc. My latest project has just concluded and am now looking for a new one after a vacation

Email: deepmodel at protonmail.com

Re:Ask HN: Who wants to be hired? (November 2024) on Friday November 01, 2024 @07:44PM (#42022709)
Location: EU, working remotely for US-companies only

Remote: Remote-only

Willing to relocate: H1B/O1 is complicated, unlikely

Technologies: Recently finished designing LLM core of the currently world's best AI Agents implementation (in production, already magazine awards); low-hallucination rate, low latency, multilingual RAG with real-time avatar video; PyTorch/TensorFlow, OpenAI/Anthropic/Mistral/Meta; both user-driven and agent-driven conversation tech; generative AI; Stanford ML educated

Résumé/CV: upon request

Email: deepmodel (at) protonmail.com

Re:Ask HN: Freelancer? Seeking freelancer? (February 2023) on Wednesday February 01, 2023 @01:55PM (#34615631)
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: [email protected]

Re:Ask HN: Who wants to be hired? (February 2023) on Wednesday February 01, 2023 @01:13PM (#34614874)
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: [email protected]

Re:Ask HN: Who wants to be hired? (March 2020) on Tuesday March 03, 2020 @05:42AM (#22473344)
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

Re:Ask HN: Freelancer? Seeking freelancer? (March 2020) on Tuesday March 03, 2020 @05:39AM (#22473336)
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

Re:Ask HN: Freelancer? Seeking Freelancer? (November 2019) on Friday November 01, 2019 @03:02PM (#21422550)
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

Re:Ask HN: Who wants to be hired? (August 2019) on Saturday August 03, 2019 @10:59AM (#20600715)
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

Re:Ask HN: Freelancer? Seeking Freelancer? (August 2019) on Saturday August 03, 2019 @10:54AM (#20600693)
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

Re:Ask HN: Freelancer? Seeking Freelancer? (July 2019) on Sunday July 14, 2019 @02:28AM (#20431983)
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

Re:Ask HN: Who wants to be hired? (July 2019) on Sunday July 14, 2019 @02:00AM (#20431904)
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