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README.md
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___________________________________
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# Advertising
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I’m on the hunt for new challenges and a chance to dive into some exciting research opportunities. Oh, and did I mention I just snagged a top spot on the Open LLM leaderboard? 🎉
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## DR DAVID NOEL NG
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####
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Innovation catalyst, AI strategist, and Interdisciplinary-Tech enthusiast – that's me in a nutshell. With over a decade of experience in research and project management, my professional journey has been largely shaped by my passion for artificial intelligence and its potential to transform various industries. With a solid background in artificial intelligence and machine learning, coupled with a knack for innovation and problem-solving (and a healthy dose of curiosity), I'm excited to bring my skills to a new team.
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Originally from Australia, where I earned my degrees in Organic Chemistry and Biochemistry, I moved to Germany in 2004. My academic pursuit continued with a Ph.D. in Chemistry at the Max Planck Institute of Biochemistry. Today, I leverage my robust educational background and diverse industry experience to drive AI innovations in a wide range of applications. Hobbies? Lots, but I've also built the world's most powerful espresso machine and am working to bring [GLaDOS to life](https://github.com/dnhkng/GlaDOS).
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___________________________________
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### PROFESSIONAL EXPERIENCE
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#### SENIOR GLOBAL INNOVATION STRATEGIST - ARTIFICIAL INTELLIGENCE
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In my tenure at appliedAI, I held a leadership role where I spearheaded the successful development and execution of various AI/ML proof-of-concept (POC) and minimum viable product (MVP) projects. I utilized a hands-on approach to drive ideation, planning, and delivery of these solutions for our clients.
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- AI-Controlled Imaging: Directed a PoC of an AI-Controlled Electron Microscope using Reinforcement Learning for a premier imaging company.
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Anomaly Detection: Oversaw development of security systems utilizing anomaly detection, integrating diverse technologies to boost client security at the Munich Security Conference..
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- Project Optimization: Implemented AlphaZero-based Graph Optimization for project management in the Nuclear Energy sector.
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- Food Safety: Delivered a PoC for industrial food safety equipment, significantly improving detection sensitivity.
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- NLP Consulting: Consulted on automated document analysis and risk assessment for the European Central Bank, leveraging NLP technologies.
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- Aerospace Anomaly Detection: Developed a PoC for Aerospace manufacturing, using generative diffusion models to create synthetic data for training
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- Retail Automation: Applied Vision and Skeletal Tracking for supermarket automation, modernizing retail operations.
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- Public Speaking and Training: Regularly presented talks and training sessions on topics such as KI-Transfer Plus for the Bayerischen Staatsministeriums für Digitales, and KI in Biotech for the BioEntrepreneurship Summit, spreading AI knowledge and fostering digital transformation in the Health/Pharma sector..
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#### PROJECT LEAD - INNOVATIVE TECHNOLOGIES
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#### Nanotemper Technologies GmbH | Munich | 5/2016 - 3/2019
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Project Lead in Future Technologies Department, Scientist Bioanalytics and all-rounder in bioanalytics/data/optoelectronics. Contributions and successes:
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- Created and applied Deep Learning models for interpreting biophysical data for pharmaceutical stability in antibody development
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- Designed, built, and programmed prototype optoelectronic apparatus for the rapid analysis of biosimilar pharmaceutical molecules
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- Introduced FPGA technology for high-speed data collection and analysis, now used in the key products at Nanotemper
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___________________________________
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I'm based out of Munich, Germany, but I would be interested in working remotely for a team with more compute than my 2x 4090s 🚀
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#### Reach out via
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|MMLU-PRO (5-shot) |49.20|
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___________________________________
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# *Advertising break*
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I’m on the hunt for new challenges and a chance to dive into some exciting research opportunities. Oh, and did I mention I just snagged a top spot on the Open LLM leaderboard? 🎉
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## DR DAVID NOEL NG
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#### Profile
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Innovation catalyst, AI-strategist, and interdisciplinary-tech enthusiast – that's me in a nutshell. With over a decade of experience in research and project management, my professional journey has been largely shaped by my passion for artificial intelligence and its potential to transform various industries. With a solid background in artificial intelligence and machine learning, coupled with a knack for innovation and problem-solving (and a healthy dose of curiosity), I'm excited to bring my skills to a new team.
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Originally from Australia, where I earned my degrees in Organic Chemistry and Biochemistry, I moved to Germany in 2004. My academic pursuit continued with a Ph.D. in Chemistry at the Max Planck Institute of Biochemistry. Today, I leverage my robust educational background and diverse industry experience to drive AI innovations in a wide range of applications. Hobbies? Lots, but I've also built the world's most powerful espresso machine and am working to bring [GLaDOS to life](https://github.com/dnhkng/GlaDOS).
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___________________________________
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### PROFESSIONAL EXPERIENCE
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#### SENIOR GLOBAL INNOVATION STRATEGIST - ARTIFICIAL INTELLIGENCE
|
|
|
|
| 179 |
In my tenure at appliedAI, I held a leadership role where I spearheaded the successful development and execution of various AI/ML proof-of-concept (POC) and minimum viable product (MVP) projects. I utilized a hands-on approach to drive ideation, planning, and delivery of these solutions for our clients.
|
| 180 |
|
| 181 |
- AI-Controlled Imaging: Directed a PoC of an AI-Controlled Electron Microscope using Reinforcement Learning for a premier imaging company.
|
| 182 |
+
- Anomaly Detection: Oversaw development of security systems utilizing anomaly detection, integrating diverse technologies to boost client security at the Munich Security Conference..
|
| 183 |
- Project Optimization: Implemented AlphaZero-based Graph Optimization for project management in the Nuclear Energy sector.
|
| 184 |
- Food Safety: Delivered a PoC for industrial food safety equipment, significantly improving detection sensitivity.
|
| 185 |
- NLP Consulting: Consulted on automated document analysis and risk assessment for the European Central Bank, leveraging NLP technologies.
|
| 186 |
+
- Aerospace Anomaly Detection: Developed a PoC for Aerospace manufacturing, using generative diffusion models to create synthetic data for training anomaly detection models.
|
| 187 |
- Retail Automation: Applied Vision and Skeletal Tracking for supermarket automation, modernizing retail operations.
|
| 188 |
- Public Speaking and Training: Regularly presented talks and training sessions on topics such as KI-Transfer Plus for the Bayerischen Staatsministeriums für Digitales, and KI in Biotech for the BioEntrepreneurship Summit, spreading AI knowledge and fostering digital transformation in the Health/Pharma sector..
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#### PROJECT LEAD - INNOVATIVE TECHNOLOGIES
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#### Nanotemper Technologies GmbH | Munich | 5/2016 - 3/2019
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|
| 194 |
+
Project Lead in the Future Technologies Department, Scientist Bioanalytics and all-rounder in bioanalytics/data/optoelectronics. Contributions and successes:
|
| 195 |
- Created and applied Deep Learning models for interpreting biophysical data for pharmaceutical stability in antibody development
|
| 196 |
- Designed, built, and programmed prototype optoelectronic apparatus for the rapid analysis of biosimilar pharmaceutical molecules
|
| 197 |
- Introduced FPGA technology for high-speed data collection and analysis, now used in the key products at Nanotemper
|
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___________________________________
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I'm based out of Munich, Germany, but I would be interested in working remotely for a team with more compute than my 2x 4090s 🚀
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+
#### Reach out via [LinkedIn](https://www.linkedin.com/in/dnhkng)
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