- Key Business Outcome
- Title: Develop reliable AutoQC components for EFHAS
- Description: I will develop reliable AutoQC components by flight delay reasons as we roll out GanAI messages for more delay reasons. I aim to reduce the human reviewer’s workload by 80% by the end of this year.
- Key action items:
- Develop unit evaluators for different delay reasons as we rolling them out in Q1 and Q2
- Work with team to analyze the manual reviewers’ feedback to incorporate their key considerations in unit evaluator every two/four weeks to reduce the inconsistent evaluation rate to 5%.
- Work with DE/AWS team to standardize the unit evaluator for different delay reasons in Q2 and Q3.
- Key Business Outcome:
- Title: Validate and Improve FLASH 2.0 model performance
- Description: I will validate and improve FLASH2.0 model performance by thorough TMI tests. Aim to complete 50 FLASH/SLAM comparisons per month with deep dive on potential abnormalities.
- Key action items:
- Refine pipeline to speed up testing process in Q1.
- Complete the comparison analysis and improve the model in two weeks after the analysis.
- Enhance the understanding of the production model and engage in the production model testing in before Q2.
- Personal Development
- Title: Increase communication and presentation skills.
- Description: I will increase communication and presentation skills by practicing more in daily work.
- Key action items:
- Participate discussions in daily standup more actively.
- Enhance the visibility of my work even they are unsuccessful attempts.
- Prepare slides and make presentations (even short ones at internal standup) at least once a month.