CNAI specializes in Generating synthetic datas and AI solutions to help businesses make better decisions and optimize their operations1. KBS 50th Anniversary for Special Guest Deepfake Restoration Project Period: Jan 2023 - Mar 2023Results:- Trained TTS synthesis models and performed preprocessing for voice quality improvement- Attempted to improve the quality of the output using limited data and introduced Talking Head models2. Virtual Advertisement Video Object Insertion ProjectPeriod:Sep 2022 - Dec 2022Results:- Planned Visual Search and Object Replacement, and developed Action Recognition and Video Context Understanding models within videos- Conducted Object Detection and segmentation tasks to detect specific classes within videos3. Virtual Digital Human Creation SaaS Platform Development ProjectPeriod: Sep 2021 - Dec 2022Result:- Conducted Korean voice synthesis model script composition, recording, and model training- Collected, refined, and trained Asian face datasets and managed the collection of 20,000 Korean-speaking video data with crowd workers- Handled key feature errors, VoC processing, and the renewal of the B2B SaaS platform4. Medical Image Data Synthesis Solution Development Project Period: Apr 2021 -Mar 2022 Result:- Developed real-time EGC and AGC detection models for gastric cancer images from Kangbuk Samsung Hospital- Customized labeling tools, collected and reviewed labeled gastric cancer image data, and trained Object Detection models using open and collected datasets- Verified the efficiency of synthetic data through performance metric comparison and unique data generation5. Data Voucher - Data Construction ProjectPeriod: Mar 2020 - Mar 2021Result:- Increased company revenue through collaborations with numerous companies- Continued working with 4 of the companies (50%) in subsequent projects after the completion of the data construction projects

•Managed over 70 people in youth group and took the lead in mass participation.•Decided Membership Training events and successfully every member enjoyed event.•Worked with executive team members to handle conflicts and work through them in a logical and structured method.