Fully served and discharged from Military duty of Republic of Korea Marine Corps, South Korea.

- Served as Communicator and I totally understand communication techniques of Self-propelled gun.

Sergeant

Qualcomm AI Research • Developed On-device Neural Network Framework for real-time based embedded AI system - Implemented Neural Network operators with low power and small memory constraints Neural Net- work Architecture especially for eNPU deeply embedded target models - Implemented the End-to-End fixed-point inference framework by implementing fixed-point operators for fully Quantized network • Implemented Neural Network Optimizations for ML models run in a real-time engine - Quantized network inference - Network memory optimizations - Runtime optimizations for real-time streaming input & output data • Deployed Various Machine Learning Applications - Keyword-spotting, Autonomous Speech Recognition, ... • Developed Qualcomm Voice UI Android Application - Demo app for CES 2018

Software Engineer

Qualcomm AI Research

• Developed On-device Neural Network Framework for real-time based embedded AI system
    - Implemented Neural Network operators with low power and small memory constraints Neural Net-
work Architecture especially for eNPU deeply embedded target models
    - Implemented the End-to-End fixed-point inference framework by implementing fixed-point operators
for fully Quantized network

• Implemented Neural Network Optimizations for ML models run in a real-time engine
    - Quantized network inference
    - Network memory optimizations
    - Runtime optimizations for real-time streaming input & output data

• Deployed Various Machine Learning Applications
    - Keyword-spotting, Autonomous Speech Recognition, ...

• Developed Qualcomm Voice UI Android Application
    - Demo app for CES 2018

Membership program sponsored by Samsung SDS.
Worked as a team with Program manager, designer, and another engineers. 
Finished 4 projects below. I did Android and JAVA developer for each project.
(Leave of absence between 2013~2014 to serve military duty)

* Total 4 projects I've done
- 1.  Android Multipurpose Camera app
- 2.  Noise Complaint Issue Solution module
- 3.  Android Location based Smart Reminder App
- 4.  Disappeared Pet Management App based Fingerprint

Software Developer

Company-wide AI Development Platform
· Developed a comprehensive AI platform that provides high-level abstraction for AI developers to easily
deliver embedded ML solutions without low-level details and understandings
· Designed automated ML release pipeline from general AI framework to deliverable embedded target
library generation
· Implemented Audio & Video frontend feature handler library for multi-modal neural network pipelines
for streaming always-on AI applications both for Python and C/C++
· Implemented AI developer-friendly Python APIs and source code generation based on the NN model

Senior Software Engineer

ZETIC.ai is revolutionizing on-device AI with comprehensive software infrastructure for mobile and edge devices. 
 - Harnesses the power of Neural Processing Units (NPUs) to deliver robust AI capabilities directly on devices, eliminating the need for server connections entirely. 
 - Provide a complete end-to-end solution, from AI model optimizations to mobile application deployment, making the ideal platform for widespread edge device implementation. 
 - Bring advanced AI capabilities directly to mobile devices – from smartphones to emerging edge technologies – ZETIC.ai is democratizing access to sophisticated artificial intelligence. 

 As the creator of the world's fastest on-device AI software framework, ZETIC.ai is transforming how AI operates at the edge.

Founder & Technical Lead

Qualcomm alumni, Founder of ZETIC.ai - the word's fastest & easiest on-device AI deployment platform

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